Course Information — 105 COURSE INFORMATION

Course Numbers are not normally eligible to enroll in 400- level courses. This section has been prepared to give you a list- ing and description of the approved graduate level courses at the University of Missouri-Rolla. Courses list- Course Information ed are those approved at the time this publication went to press. Changes are made at regular intervals. Elec- The number in parentheses following the name of tronic catalog descriptions, which are updated during the course indicates the number of credit hours given the academic year, are available on the Web at for successfully completing the course. It also reflects http://campus.umr.edu/registrar/catalog.html. This will the section type; for example, (Lect 3.0) designates a enable you to keep abreast of new course additions. For lecture course of three hours credit; (Lab 1.0) desig- current information on when courses are available, con- nates a laboratory course of one-hour credit. A lecture sult the campus schedule of classes available from the credit hour is usually the credit granted for satisfactori- Registrar’s Office, 103 Parker Hall. ly passing a course of approximately 15 classroom hours. A laboratory course of one-hour credit would nor- mally meet three classroom hours per week for 15 0- 99 Courses normally taken by freshman and weeks. sophomores. May not be used as any part Three credit hour courses normally meet 50 min- of a graduate degree program. utes three times per week, or 75 minutes twice a week, for 15 weeks. The time in class is the same in each case. 100-199 Courses normally taken by upper-class un- If you have two classes in succession, there should be dergraduate students. May not be used as at least 10 minutes between classes. Classes meeting any part of a graduate degree program. Monday-Wednesday-Friday will normally begin on the 200-299 Upper-class undergraduates and restricted hour. Classes meeting Tuesday-Thursday will normally graduate courses. Courses so numbered do alternate between the hour and half hour, beginning at not give graduate credit for an advanced 8:00 a.m. In addition, there is an Academic Free hour degree in the field of the department offer- 12:00-1:00 on Monday, Wednesday, and Friday. ing the course. Students must have completed the stated prere- quisite(s) for the course for admission to the course or 300-399 Upper-class undergraduates and graduate obtain the ‘Consent of the Instructor’ of the course. students. Commonly approved for gradu- ate programs only when the student is reg- ularly enrolled in a graduate school and then only if the course fits the purpose of the degree program. 400-499 Graduate courses and research. Under- graduate and postbaccalaureate students 106 — Aerospace Engineering Courses

AEROSPACE ENGINEERING and practice the concurrent engineering process for simple products. Prerequisites: Mc Eng 213 300 Special Problems (Variable) Problems or read- or Ae Eng 231, and Bas En 110. (Co-listed with ings on specific subjects or projects in the Mc Eng 315) department. Consent of instructor required. 316 Concurrent Engineering II (Lab 3.0) Students 301 Special Topics (Variable) This course is will form groups and then using the electronic designed to give the department an opportunity data based approach apply the concurrent engi- to test a new course. Variable title. neering process to develop products. Areas to be 307 Vibrations I (Lect 3.0) Equations of motion, covered are the customer, design, manufactur- free and forced vibration of single degree of ing, assembly, cost and supportability. freedom systems. Natural frequencies, reso- Prerequisite: Ae Eng 315 or Mc Eng 315. (Co- nance, modes of vibration and energy dissipa- listed with Mc Eng 316) tion are studied. The vibration of continuous sys- 319 Advanced Thermodynamics (Lect 3.0) After a tems is introduced. Prerequisites: Mc Eng 211 short review of classical thermodynamics, the and 213, or Ae Eng 213 and Math 204. (Co-list- elements of chemical reactions, chemical equi- ed with Mc Eng 307, E Mech 361) librium, statistical thermodynamics, and the 309 Engineering Acoustics I (Lect 3.0) basic concepts of kinetic theory are presented. Introduction to acoustical theory and measure- Prerequisite: Ae Eng 233. (Co-listed with Mc ment with emphasis on mechanical and aero- Eng 319) space engineering applications. Plane and spher- 321 Aerodynamics CAD Design (Lab 3.0) Aircraft ical wave propagation, resonators and filters, fuselages, wings, and fuselage-wing configura- absorption, room acoustics, human response to tions will be constructed with a 3D CAD package, noise, noise legislation, noise control. Use of UNIGRAPHICS. These configurations will then be common instrumentation in several projects. analyzed with an aerodynamics paneling pro- Prerequisites: Mc Eng 211 & 213, or Ae Eng 213 gram. Emphasis will be placed on the designing & Math 204. (Co-listed with Mc Eng 309) of these shapes for maximizing the aerodynam- 311 Introduction to Composite Materials & ic performance. Prerequisite: Ae Eng 231. Structures (Lect 3.0) Introduction to fiber-rein- 322 Introduction to Solid Mechanics (Lect 3.0) forced composite materials and structures with Review of basic concepts in continuum mechan- emphasis on analysis and design. Composite ics. Finite elasticity: some universal solutions for micromechanics, lamination theory and failure isotropic materials, application of special criteria. Design procedures for structures made mechanical models. Linear elasticity: compatibil- of composite materials. An overview of fabrica- ity, stress functions, superposition, special tion and experimental characterization. examples such as extension, torsion, bending, Prerequisite: Bas En 110. (Co-listed with E Mech and plane problems. Elements of plasticity. 381 and Mc Eng 382) Prerequisite: E Mech 311. (Co-listed with E 313 Intermediate Dynamics of Mechanical and Mech 322, Mc Eng 322) Aerospace Systems (Lect 3.0) Principles of 325 Intermediate Heat Transfer (Lect 3.0) dynamics are applied to problems in the design Analytical study of conduction; theory of thermal of mechanical and aerospace systems; basic radiation and applications; energy and momen- concepts in kinematics and dynamics; dynamics tum equations in convective heat transfer and of systems of particles; dynamics of rigid bodies, review of empirical relations. Current topics are three-dimensional effects in machine elements; included. Prerequisite: Mc Eng 225. (Co-listed dynamic stability, theory and applications; with Mc Eng 325) methods of analytical dynamics. Prerequisite: 327 Combustion Processes (Lect 3.0) Application Mc Eng 213 or Ae Eng 213. (Co-listed with Mc of chemical, thermodynamic, and gas dynamic Eng 313) principles to the combustion of solid, liquid, and 314 Spaceflight Mechanics (Lect 3.0) Further top- gaseous fuels. Includes stoichiometry, thermo- ics in orbital mechanics. Time equations, chemistry, reaction mechanism, reaction veloci- Lambert’s problem, patched-conic method, ty, temperature levels, and combustion waves. orbital maneuvers, orbit determination, orbit Prerequisite: Mc Eng 221. (Co-listed with Mc design, re-entry problem. Prerequisite: Ae Eng Eng 327) 213. 329 Smart Materials and Sensors (Lect 2.0 and 315 Concurrent Engineering I (Lect 3.0) Students Lab 1.0) Smart structures with fiber reinforced will be introduced to the concurrent engineering polymer (FRP) composites and advanced sen- approach to product development. They will sors. Multi-disciplinary topics include characteri- learn to set up quantitative requirements and zation, performance, and fabrication of compos- then use a quantitative rating process to identi- ite structures; fiber optic, resistance, and piezo- fy the critical requirements relating to the electric systems for strain sensing; and applica- desired product. The interaction between design, tions of smart composite structures. Laboratory manufacturing, assembly, cost, and supportabil- and team activities involve manufacturing, ity will be covered. The students will form teams measurement systems, instrumented structures, Aerospace Engineering Courses — 107

and performance tests on a large-scale smart 343 Photographic Systems for Engineering composite bridge. Prerequisites: Senior stand- Applications (Lect 2.0 and Lab 1.0) Study of ing and Math 204. (Co-listed with Mc Eng, E photographic techniques applied to engineering Mech, El Eng 329 and Cv Eng 318) uses including observations of events, recording 331 Thermofluid Mechanics II (Lect 3.0) and storage of data, and communication and Derivation of Navier-Stokes equations, exact dissemination of information. Both conventional solutions of some simple flows. Superposition and special photo-optical systems are covered. methods for inviscid flows. Intermediate treat- Prerequisite: Senior standing. (Co-listed with ment of boundary layer theory, and gas dynam- Mc Eng 343) ics. Introduction to turbulence and kinetic theo- 344 Fatigue Analysis (Lect 3.0) The mechanism of ry. Prerequisite: Mc Eng 231 or Ae Eng 231. fatigue, fatigue strength of metals, fracture (Co-listed with Mc Eng 331) mechanics, influence of stress conditions on 334 Stability of Engineering Structures (Lect fatigue strength, stress concentrations, surface 3.0) Solution of stability problems with applica- treatment effects, corrosion fatigue and fretting tions to columns, plates and shell structures. corrosion, fatigue of joints components and Torsional and lateral buckling of columns. structures, design to prevent fatigue. Buckling under high temperatures. Effect of Prerequisite: Bas En 110. (Co-listed with E Mech imperfections introduced by a technological 337, Mc Eng 338) process on stability. Design issues related to 349 Robotic Manipulators & Mechanisms (Lect stability requirements. Prerequisites: Bas En 2.0 and Lab 1.0) Overview of industrial applica- 110, 150, or E Mech 160, Math 204. (Co-listed tions, manipulator systems and geometry. with Mc Eng 334 and E Mech 334) Manipulator kinematics; hand location, velocity 335 Aerospace Propulsion Systems (Lect 3.0) and acceleration. Basic formulation of manipula- Study of atmospheric and space propulsion sys- tor dynamics and control. Introduction to tems with emphasis on topics of particular cur- machine vision. Projects include robot program- rent interest. Mission analysis in space as it ming, vision-aided inspection and guidance, and affects the propulsion system. Power generation system integration. Prerequisites: Cmp Sc 73, in space including direct and indirect energy Ae Eng 213. (Co-listed with Mc Eng 349) conversion schemes. Prerequisite: Ae Eng 235. 350 Integrated Product Development (Lect 2.0 336 Fracture Mechanics (Lect 3.0) Linear elastic and Lab 1.0) Students in design teams will sim- and plastic mathematical models for stresses ulate the industrial concurrent engineering around cracks; concept of stress intensity; strain development process. Areas covered will be energy release rates; correlation of models with design, manufacturing, assembly, cost, and experiment; determination of plane stress and product support. Using a 3-D solid modeling plane strain parameters; application to design. program, students will design, analyze, and send Prerequisite: Bas En 110. (Co-listed with Mc Eng the data base to the automated machine shop 336, E Mech 336) where the parts will be manufactured. The parts 339 Computational Fluid Mechanics (Lect 3.0) will then be assembled, tested and analyzed for Introduction to the numerical solution of the their performance. Prerequisites: Ae Eng 251 or Navier-Stokes equations, by finite difference Mc Eng 208 for Design; Mc Eng 213 for methods, in both stream function-vorticity and Assembly; Accompanied or preceded by Mc Eng primitive variable formulations. Course format 353 for Manufacturing; Eng Mg 375 or 385 for emphasizes student development of complete Cost/Product Support. computer programs utilizing a variety of solution 351 Intermediate Aerospace Structures (Lect methods. Prerequisites: Cmp Sc 73, one course 3.0) Discussion of the finite element method for in fluid mechanics. (Co-listed with Mc Eng 339) static and dynamic analysis of complex aero- 341 Experimental Stress Analysis I (Lect 2.0 and space structures. Solution of basic problems Lab 1.0) Acquaints the student with some tech- using established finite element computer pro- niques of experimental stress analysis. Principal grams. Prerequisite: Ae Eng 253 or Mc Eng 212. stresses, strain to stress conversion, mechanical (Co-listed with Mc Eng 351) and optical strain gages, electrical resistance 352 Finite Element Approximation I—An strain gages, transducers, and brittle coatings. Introduction (Lect 3.0) Variational statement Prerequisite: Bas En 110. (Co-listed with Mc Eng of a problem. Galerkin Approximation, finite ele- 341, E Mech 341) ment basis functions and calculations, element 342 Experimental Stress Analysis II (Lect 2.0 assembly, solution of equations boundary condi- and Lab 1.0) Acquaints the student with some tions, interpretation of the approximation solu- techniques of experimental stress analysis. tion, development of a finite element program, Topics include principal stresses, strain to stress two-dimensional problems. Prerequisite: Math conversion, transmission and reflection photoe- 204. (Co-listed with Mc Eng 312, E Mech 307) lastic methods, Moire fringe methods, and 353 Aeroelasticity (Lect 3.0) Study of phenomena analogies. Prerequisites: Bas En 110, E Mech involving interactions among inertial, aerody- 321. (Co-listed with Mc Eng 342, E Mech 342) namic, and elastic forces and the influence of 108 — Aerospace Engineering Courses

these interactions on aircraft and space vehicle functions. Response and stability are studied. design. Some aeroelastic phenomena are: diver- Singular value analysis for stability margins is gence, control effectiveness, control reversal, introduced. Prerequisite: Mc Eng 279 or Ae Eng flutter, buffeting, dynamic response to rapidly 361. (Co-listed with Mc Eng 381) applied loads, aeroelastic effects on load distri- 382 Spacecraft Design II (Lab 3.0) As a continua- bution, and static and dynamic stability. tion of Ae Eng 380, detailed spacecraft design is Prerequisites: Ae Eng 251 and 271. performed, leading to procurement of compo- 361 Flight Dynamics-Stability and Control (Lect nents. As schedules permit, spacecraft fabrica- 3.0) Review of static stability, dynamic equations tion and test commence. Development of labs to of motion, linearized solutions, classical control facilitate spacecraft test, operation, and data design and analysis techniques, introduction to analysis continues. Prerequisites: Ae Eng 235, modern control. Prerequisite: Ae Eng 261. 253, and 380 for Ae Eng majors; consent of 362 Experimental Vibration Analysis (Lect 2.0 instructor for non-Ae Eng majors. and Lab 1.0) Methods for measuring and analyz- 390 Undergraduate Research (Variable) Designed ing motion and strain response of dynamically for the undergraduate student who wishes to excited structures. Includes frequency-response engage in research. Not for graduate credit. Not testing of elementary beam, torsion bar, plate more than six (6) credit hours allowed for grad- and shell structures. Experiments on the effec- uation credit. Subject and credit to be arranged tiveness of isolators and dynamic absorbers. with the instructor. Prerequisite: E Mech 361 or Mc Eng 307 or Ae 400 Special Problems (Variable) Problems or read- Eng 307. (Co-listed with Mc Eng 362, E Mech ings on specific subjects or projects in the 362) department. Consent of instructor required. 369 Introduction to Hypersonic Flow (Lect 3.0) A 401 Special Topics (Variable) This course is study of the basic principles of hypersonic flow. designed to give the department an opportunity Invisvid and viscous hypersonic flow. Application to test a new course. Variable title. (Co-listed of numerical methods. High temperature flow. with Mc Eng 401) Consideration of real gas and rarefied flow. 403 Advanced Dynamics of Machinery (Lect 3.0) Applications in aero-dynamic heating and Current problems in machine design are tested atmospheric entry. Prerequisite: Ae Eng 271 or using methods of analytical mechanics; gyro- Mc Eng or Ae Eng 331. scopic phenomena; the calculus of variations; 371 V/STOL Aerodynamics (Lect 3.0) Basic con- stability of systems; to include approximate cepts of V/STOL flight. Take-off transition and techniques. Prerequisite: Ae Eng 313 or Mc Eng landing performance, thrust vectoring. Propeller 313. and helicopter aerodynamics. Unblown and 407 Advanced Vibrations (Lect 3.0) Advanced blown flaps. Boundary layer control. Lift fans treatment of discrete and continuous vibratory and ducted propellers. Wing-propeller interac- systems. Extensive use is made of matrix meth- tion and thrust augmentation. Prerequisite: Ae ods and operator notation. Special topics Eng 271. include: transmission matrices, relative coordi- 377 Principles of Engineering Materials (Lect nates, time dependent boundary conditions, 3.0) Examination of engineering materials with approximate techniques for linear systems, non- emphasis on selection and application of materi- linear systems and random excitations. als in industry. Particular attention is given to Prerequisite: Mc Eng or Ae Eng 307 or E Mech properties and applications of materials in 361. (Co-listed with Mc Eng 407) extreme temperature and chemical environ- 408 Finite Element Approximation II-Second ments. A discipline specific design project is Course (Lect 3.0) Continuation of Finite required. (Not a technical elective for under- Element Approximation I-An Introduction: ele- graduate metallurgy or ceramic majors) (Co-list- ment selection and interpolation estimates, ed with Ch Eng 347, Physics 377, Mt Eng 377, Cr Lagrange, Hermite, and Isoparametric elements; Eng 377) mixed, hybrid, penalty and boundary elements; 380 Spacecraft Design I (Lect 3.0) Fundamentals eigenvalue and time-dependent problems; of spacecraft design. Systems engineering, sub- three-dimensional and nonlinear problems. system analysis and design. Gantt charts, orga- Prerequisite: E Mech 307 or Mc Eng 312 or Ae nizational charts. Oral presentations and techni- Eng 352. (Co-listed with E Mech 408, Mc Eng cal documentation. Term project to involve 408) design and development of actual flight hard- 409 Engineering Acoustics II (Lect 3.0) Expanded ware, continuing into Spacecraft Design II. treatment of the theory of sound generation and Prerequisites: Ae Eng 251, 261, and 271 for Ae propagation. The acoustic source, dipole, and Eng majors; consent of instructor for non-Ae quadrupole. Noise sources due to vibration and Eng majors. fluid flow. Sound propagation in the atmosphere. 381 Mechanical and Aerospace Control Systems The transmission of sound in ducts, propeller, (Lect 3.0) Synthesis of mechanical and aero- fan, and jet noise. Prerequisite: Mc Eng or Ae space systems to perform specific control Eng 309. (Co-listed with Mc Eng 409) Aerospace Engineering Courses — 109

410 Seminar (Variable) Discussion of current topics. flow; unsteady one-dimensional motion includ- (Co-listed with Mc Eng 410 and E Mech 410) ing small amplitude waves. Continous flow, and 413 Advanced Aerospace Mechanics (Lect 3.0) shock waves; the shock tube; shockwave bound- Current problems in aerospace dynamics are ary layer interactions. Prerequisite: Mc Eng or treated using methods of analytical mechanics; Ae Eng 431. (Co-listed with Mc Eng 433) gyroscopic phenomena; the calculus of varia- 435 Turbulence in Fluid Flow (Lect 3.0) tions, stability of systems, to include approxi- Fundamentals of statistical theory of turbulence; mate techniques. Prerequisite: Mc Eng or Ae turbulence modeling for transport processes of Eng 313. (Co-listed with Mc Eng 413) heat, mass, and momentum; closure schemes 419 Microscopic Thermodynamics (Lect 3.0) A for Reynolds-averaged Navier-Stokes equations microscopic treatment of thermodynamic con- in free turbulence and wall turbulence; CFD sim- cepts using the statistical approach. The kinetic ulations of turbulent flows. Prerequisite: Mc Eng theory of an ideal gas including transport phe- or Ae Eng 331. (Co-listed with Mc Eng 435 and nomena. A comprehensive introduction to Ch Eng 435) Maxwell-Boltzmann and quantum statistics 436 Rarefied Gas Dynamics (Lect 3.0) The kinetic including the relationship between particular theory of gases is applied to problems of aero- functions and thermodynamic properties. An dynamic interest in a low density medium. The introduction to the ensemble method of Gibbs theory of free molecular flow is developed and for systems of dependent particles. applied to force and moment calculations on var- Prerequisite: Mc Eng or Ae Eng 319. (Co-listed ious bodies. The Boltzmann equation is solved with Mc Eng 419) for free molecular flow in the satellite wake and 423 Viscous Fluid Flow (Lect 3.0) Fundamentals of surface flow. Prerequisite: Mc Eng or Ae Eng viscous fluids for incompressible and compressi- 331. ble flows governed by Navier-Stokes equations; 437 Physical Gas Dynamics I (Lect 3.0) Features exact, approximate, and numerical solutions for of high temperature gas flows including the steady and unsteady laminar flows; stability, development of the necessary background from transition, and turbulence, CFD simulations of kinetic theory, statistical mechanics, chemical internal and external flows. Prerequisite: Mc thermodynamics and chemical kinetics. Eng or Ae Eng 331. (Co-listed with Mc Eng 423) Equilibrium and Nonequilibrium gas properties 425 Heat Transfer by Conduction (Lect 3.0) A and gas flows are included. Prerequisite: Mc Eng study of conduction of heat transfer in solids by or Ae Eng 331. (Co-listed with Mc Eng 437) analytical and other methods. Prerequisite: Mc 439 Physical Gas Dynamics II (Lect 3.0) Features Eng or Ae Eng 325. (Co-listed with Mc Eng 425) the study of transition regime gas dynamics 427 Heat Transfer by Convection (Lect 3.0) An including the concept of molecular velocity dis- analytical study of convective heat transfer in tribution, gas-solid interaction, the Boltzmann laminar and turbulent flows; forced convection, equation, Nonequilibrium flow and solutions to natural convection, and mixed convection; com- specific problems in transition flow. bined heat and mass transfer; heat transfer with Prerequisite: Mc Eng or Ae Eng 331. (Co-listed change of phase; instability of laminar flow; cur- with Mc Eng 439) rent topics in convection. Prerequisite: Mc Eng 443 Engineering Magnetohydrodynamics (Lect or Ae Eng 325. (Co-listed with Mc Eng 427) 3.0) Critical study of magnetohydrodynamic 429 Heat Transfer by Radiation (Lect 3.0) A study power generation and magnetohydrodynamic of the nature of thermal radiation; implications propulsion; including the study of ionization from electromagnetic theory; radiative charac- processes, gaseous conduction, fundamental teristics of surfaces; enclosures; configuration equations of magnetohydrodynamics, exact factors; radiosity; specular and diffuse reflec- solutions of magnetohydrodynamic channel flow, tion; transfer in absorbing, emitting and scatter- one dimensional approximation, boundary layer ing media; combined radiation conduction and development and important parameters in mag- convection; experimental methods. netohydrodynamics. Prerequisite: Math 322. Prerequisite: Mc Eng or Ae Eng 325. (Co-listed (Co-listed with Mc Eng 443) with Mc Eng 429) 451 Thermal Stresses I (Lect 3.0) A review of heat 431 Gas Dynamics I (Lect 3.0) A critical analysis of transfer principles and rigorous formulation of the phenomena governing the flow of a com- basic thermal stress relations with the solution pressible fluid; introduction to flow in two and of some basic practical problems. Prerequisite: three dimensions; Prandtl-Meyer expansions; Mc Eng 325. (Co-listed with Mc Eng 451) small perturbations in subsonic and supersonic 453 Thermal Stresses II (Lect 3.0) Discussion of flows; method of characteristics. Prerequisite: the basic phenomena associated with thermal Mc Eng or Ae Eng 331. (Co-listed with Mc Eng stress, thermal stress fatigue, low cycle fatigue, 431) and thermal shock. Discussion of material selec- 433 Gas Dynamics II (Lect 3.0) A continued study tion and elimination of thermal stress by design of compressible fluid flow phenomena; bodies of configuration. Prerequisite: Mc Eng or Ae Eng revolution and slender body theory; transonic 451. (Co-listed with Mc Eng 453) 110 — Biological Sciences Courses

479 Analysis and Synthesis of Mechanical and for the degree except the dissertation, and are Aerospace Systems (Lect 3.0) A unified treat- away from the campus must continue to enroll ment of modern system theory for the for at least one hour of credit each registration Mechanical and Aerospace Engineering Controls period until the degree is completed. Failure to Analyst, including analysis and synthesis of lin- do so may invalidate the candidacy. Billing will ear and nonlinear systems, compensation and be automatic as will registration upon payment. optimization of continuous and discrete systems, and theory of adaptivity. Prerequisite: Mc Eng BIOLOGICAL SCIENCES 381 or Ae Eng 381. (Co-listed with Mc Eng 479) 483 Aerosol Mechanics (Lect 3.0) Aerosol 300 Special Problems (Variable) Problems or read- (hydrosol) particle motion under the influence of ings on specific subjects or projects in the depart- external forces (inertial, gravitational, electro- ment. Consent of instructor required. static, phoretic, etc.) particle coagulation, depo- 301 Special Topics (Variable) This course is sition, filtration theory applied to clean rooms. designed to give the department an opportunity Prerequisites: Mc Eng or Ae Eng 331, or Ch Eng to test a new course. Variable title. 336. 310 Seminar (Variable) Presentation of a scientific 484 Analysis of Laminated Composite paper concerned with current topics in biological Structures (Lect 3.0) An overview of isotropic sciences. Prerequisite: Senior standing. beams, plates, and shells. Bending, vibration, 315 Developmental Biology (Lect 3.0) Study of the and buckling of laminated composite beams and patterns of development of the vertebrate plates: exact and approximate solutions. embryo, the molecular mechanisms of tissue Development of composite shell theory and sim- induction, and interactions among developing tis- plified solutions. Analysis of composite struc- sues. Prerequisites: Bio 115 and Bio 211. tures including transverse shear deformation 321 Pathogenic Microbiology (Lect 3.0) A study of and thermal effects. Prerequisite: E Mech 381 or medically important microorganisms. Students Mc Eng 382 or Ae Eng 311. (Co-listed with E will learn about the properties that enable organ- Mech 484 and Mc Eng 484) isms to cause disease as well as the disease 485 Mechanics of Composite Materials (Lect 3.0) process within the host. Special emphasis will be Effective moduli of spherical, cylindrical and placed on recent advances in the molecular lamellar systems. Micromechanics of fiber- genetics of host pathogen interaction. matrix interfaces and unidirectional composites. Prerequisite: Bio 221 or Cv Eng 261. Application of shear leg and other approximate 322 Pathogenic Microbiology Laboratory (Lab theories to interfaces and composites including 2.0) An investigation of techniques for the isola- fiber pull-out, debonding and matrix cracking. tion and identification of pathogenic microorgan- Prerequisite: E Mech 381 or Mc Eng 382 or Ae isms. Prerequisite: Preceded or accompanied by Eng 311. (Co-listed with Mc Eng 485 and E Mech Bio 321. 483) 325 Microbiology in Bioengineering (Lect 3.0) 487 Finite Element Approximation III - General introduction to prokaryotic and eukaryot- Nonlinear Problems (Lect 3.0) Formulation of ic microorganisms and viruses. Consideration of nonlinear problems, iterative methods, solution various parameters affecting the growth, basic of nonlinear problems, cover topics of interest to techniques of culture, and industrial applications the class. Prerequisite: E Mech 408 or Mc Eng of microorganisms. Prerequisite: Bio 211. 408 or Ae Eng 408. (Co-listed with E Mech 487 328 Nutritional and Medicinal Properties of and Mc Eng 487) Plants (Lect 3.0) A survey of the biochemical and 490 Research (Variable) Investigations of an physiological functions of mineral elements, vita- advanced nature leading to the preparation of a mins, and other organic compounds from plants thesis or dissertation. Consent of instructor necessary in human nutrition; and an overview of required. the medicinal derivatives of various plants, their 493 Oral Examination (0.0 Hours) After completion effects and uses. Prerequisites: Bio 110 and Bio of all other program requirements, oral exami- 211. nations for on-campus M.S./Ph.D. students may 331 Molecular Genetics (Lect 3.0) A study of the be processed during intersession. Off-campus properties and functions of DNA that make this M.S. students must be enrolled in oral examina- macromolecule unique in the universe. Examples tion and must have paid an oral examination fee of replication, transcription, translation, repair, at the time of the defense/comprehensive exam- and regulation will be examined in viruses, ination (oral/ written). All other students must prokaryotes, and eukaryotes. Prerequisites: Bio enroll for credit commensurate with uses made 231 and Bio 211. of facilities and/or faculties. In no case shall this 332 Molecular Genetics Laboratory (Lab 2.0) This be for less than three (3) semester hours for course provides experience in the use of a variety resident students. of DNA manipulation techniques that are common 495 Continuous Registration (Lect 1.0) Doctoral to molecular studies. These include DNA extrac- candidates who have completed all requirements tion, restriction mapping, Southern blotting, Biological Sciences Courses — 111

recombinant plasmid construction, DNA sequenc- gy, classification, virus-host interactions, genet- ing and analysis, and polymerase chain reaction. ics, clinical and industrial aspects of viruses, and Prerequisite: Preceded or accompanied by Bio viruses as model systems for basic biological 331. studies. Prerequisites: Bio 110, 211, 221, Chem 342 Exercise Physiology (Lect 3.0) Covers cardio- 1, 3, 221. vascular, pulmonary, and metabolic responses to 401 Special Topics (Variable) This course is aerobic and anaerobic muscular activities, work designed to give the department an opportunity capacities, nutritional factors in performance, and to test a new course. role of exercise in health. Prerequisite: Bio 110. 402 Problems in Applied and Environmental 352 Biological Effects of Radiation (Lect 3.0) Biology (Lect 2.0) Overview of major areas of Introduction to biological effects of ionizing radi- research in applied biology and environmental ation including mode of induction of mutations, science with a focus on interdisciplinary effects on the developing fetus and specific tis- approaches used on UMR campus in ongoing sues plus therapeutic applications of various research. Prerequisite: Acceptance to Graduate types of radiation. Prerequisites: Bio 110 and Program. Chem 3. 410 Graduate Seminar (Variable) Presentation and 361 Cell Physiology (Lect 3.0) Consideration of the discussion of current topics in Applied and physiochemical nature of the cell, its relationship Environmental Biology. with environment, and its metabolic pathways. 418 Plant Stress Physiology (Lect 3.0) Course cov- Prerequisite: Bio 211. ers plant responses to environmental stress. 365 Comparative Animal Physiology (Lect 3.0) A Physiological anatomical, biochemical and molec- comparative study of functional relationships, ular responses to both biotic and abiotic stresses. physiological adaptations, and survival strategies Prerequisites: Bio 211, Bio 218 and 219 and which are observed among various groups of ani- Chem 361. mals as they respond to natural environmental 421 Advanced Microbial Metabolism (Lect 3.0) A conditions. Emphasis is placed on relating bio- survey of the diverse metabolic properties of chemical function and phylogenetic relationships. microorganisms. Course material will emphasize Prerequisites: Bio 215, Chem 223, and Bio 211 or major metabolic pathways and how they relate to Chem 361. microbial diversity and microbial ecology. 370 Toxicology (Lect 3.0) A study of natural and Prerequisite: Bio 221 or an equivalent course. man-made toxicants, various possible routes of 422 Biomolecules (Lect 3.0) Demonstration of the exposure, absorption, distribution, biotransfor- principles of modern biochemistry as they relate mation, specific target sites, and mechanisms to the structure and function of the major macro- involved in elicitation of toxic effects, as well as molecules of the cell. An emphasis will be placed detoxification and excretion. Prerequisites: Bio on reading and interpreting scientific literature 211 plus either Bio 215 or 242. and scientific writing. Prerequisites: Bio 211 375 Advanced Biology Lab Techniques I and/or Chem 361 or an equivalent course. (Variable) Advanced level laboratory designed to 442 Mammalian Physiology (Lect 3.0) Advanced acquaint students of cellular and molecular biolo- study of the physiology of mammalian organ sys- gy with techniques employed in current research. tems with a focus on membrane biophysics, Students select one to three miniprojects, each endocrine control of metabolism, organ interac- designed to involve 40 to 45 hours of library and tions, and homeostatic mechanisms. laboratory work. Prerequisite: Junior or senior Prerequisites: Bio 211 plus either Bio 215 or Bio standing in Biological Sciences or related field 242. plus consent of instructor. 451 Environmental Microbiology (Lect 3.0) Topics 376 Advanced Biology Lab Techniques II to be explored in this course will include but are (Variable) Continued laboratory study of current not limited to microbial growth and metabolic bioresearch techniques. Further work with kinetics, life in extreme conditions, biogeochemi- miniprojects. Prerequisite: Junior or senior cal cycling, bioremediation of contaminants, standing in Biological Sciences or related field waterborne pathogens and environmental plus consent of instructor. biotechnology. Prerequisite: Must be a graduate 381 Immunology (Lect 3.0) A study of the principles student. of immunology, including biological and biochem- 452 Space Biology (Lect 3.0) The origins of life on ical aspects of the immune response, immuno- early earth and the possibility of life on extrater- chemistry, serology, immunoglobulin and T-cell restrial bodies will be explored. In addition, the mediated allergies, tumor and transplantation instruments and methods to carry out space trav- immunology, autoimmune diseases, and the role el, necessary for studying the possibility of extra- of immunity in host defense. Prerequisites: terrestrial life. Prerequisite: Graduate standing. Chem 223 or Chem 363 and Bio 211. 455 Bioremediation (Lect 3.0) During this course, 391 General Virology (Lect 3.0) An overview of the the use of microorganisms and other living field of virology, including plant, animal, and bac- organisms for the remediation of contaminated terial viruses. Discussions will include morpholo- environments will be explored along with the 112 — Ceramic Engineering Courses

techniques necessary for monitoring their activi- and glass-to-metal seals. Prerequisites: Cr Eng ties. Prerequisite: Graduate standing. 203 & 242. 461 Advanced Cell Biology (Lect 3.0) Advanced 338 Thermal Properties of Ceramics (Lect 3.0) study of the biology of eukaryotic cells, including This course will teach the crystal physics under- biomembranes and membrane transport, subcel- lying heat capacity, internal energy, phonon and lular organelles, cellular energetics, protein sort- photon conduction, and thermal expansion. ing, cytoskeletal elements, cell to cell signalling, These properties will be used to rationalize the regulation of the cell cycle, and tissue organiza- behavior of a wide variety of ceramic materials tion. Prerequisite: Bio 211 or equivalent. in severe thermal environments. Prerequisite: 475 Techniques in Applied and Environmental Senior Standing. Biology (Lect 3.0) Students will have the oppor- 362 Thermomechanical/Electrical/Optical tunity for hands on experience with the various Properties Lab (Lab 1.0) Laboratory consisting techniques used in the modern biology laborato- of three separate modules of experiments for ry. Techniques will include gene cloning, DNA the characterization of the thermomechanical, sequencing, protein purification, growth and electrical and optical properties of ceramics. The development of various model organisms, data student will choose one of the three modules. acquisition. Prerequisite: Graduate standing. Prerequisite: Bas En 110 or Cr Eng 284. 490 Graduate Research (Variable) Investigation of 364 Refractories (Lect 3.0) The manufacture, prop- an advanced nature leading to the preparation of erties, uses, performance, and testing of basic, a thesis or dissertation. neutral and acid refractories. 369 Glass Science and Engineering (Lect 3.0) The CERAMIC ENGINEERING development, manufacturing methods, applica- tions, and properties of flat, fiber, container, 300 Special Problems (Variable) Problems or read- chemical, and special purpose glasses. ings on specific subjects or projects in the Composition/property relationships for glasses department. Consent of instructor required. and nucleation-crystallization processes for 301 Special Topics (Variable) This course is glass-ceramics are also covered. Prerequisite: designed to give the department an opportunity Cr Eng 103. to test a new course. Variable title. 371 Dielectric and Electrical Properties of 306 Mechanical Properties of Ceramics (Lect 3.0 Oxides (Lect 3.0) The processes occurring in and Lab 1.0) This course will treat the theory inorganic materials under the influence of an and testing practice related to design based on electric field are considered from basic princi- the mechanical properties of ceramics. The ples. Emphasis is placed on application to real course also includes a laboratory consisting of systems. Prerequisite: Cr Eng 284. experiments for the characterization of the 377 Principles of Engineering Materials (Lect mechanical properties of ceramics. Prerequisite: 3.0) Examination of engineering materials with Bas En 110. emphasis on selection and application of materi- 308 Electrical Ceramics (Lect 2.0 and Lab 1.0) The als in industry. Particular attention is given to application and design of ceramics for the elec- properties and applications of materials in trical industry is discussed. Particular emphasis extreme temperature and chemical environ- is placed on how ceramic materials are altered to ments. A discipline specific design project is meet the needs of a specific application. The required. (Not a technical elective for under- laboratory acquaints the student with measure- graduate metallurgy or ceramic majors) (Co-list- ments which are used for electrical property ed with Ae Eng 377, Ch Eng 347, Physics 377, Mt evaluation. Prerequisite: Cr Eng 284. Eng 377) 315 Organic Additives in Ceramic Processing 390 Undergraduate Research (Variable) Designed (Lect 2.0) Basic chemistry, structure and proper- for the undergraduate student who wishes to ties or organic additives used in the ceramics engage in research. Not for graduate credit. Not industry; solvents, binders, plasticizers, disper- more than six (6) credit hours allowed for grad- sants. Use of organic additives in ceramic pro- uation credit. Subject and credit to be arranged cessing. Prerequisites: Cr Eng 203 and 231. with the instructor. 331 Ceramic Processing (Lect 3.0) Powder, col- 392 X-Ray Diffraction Laboratory (Lab 1.0) loidal and sol-gel processing, forming methods, Practical aspects of sample preparation, instru- drying, sintering and grain growth. Relation of ment set-up, data collection, and analysis are processing steps to densification and microstruc- covered. Students cannot receive credit for Cr ture development. Prerequisite: Senior stand- Eng 292 and Cr Eng 392. Prerequisite: Preceded ing. or accompanied by Cr Eng 291, or Cr Eng 477, 333 Microelectronic Ceramic Processing (Lect or an advanced crystallography course. 3.0) Materials, processing and design of micro- 400 Special Problems (Variable) Problems or read- electronic ceramics are covered. Introduction to ings on specific subjects or projects in the devices, triaxial ceramics, high aluminas, tape department. Consent of instructor required. fabrication, metallizations, thick film processing Chemical Engineering Courses — 113

401 Special Topics (Variable) This course is posite dielectrics, piezoelectrics, conductors, designed to give the department an opportunity magnets, and optics. Prerequisite: Cr Eng 284. to test a new course. Variable title. 460 Crystal Anisotropy (Lect 3.0) The objective of 405 Interfacial Phenomena (Lect 3.0) The nature this course is to give the student an understand- and constitution of inorganic interfaces, surface ing of crystal structure-physical property rela- processes and consequences, epitaxy, thermal tionships. The relationship between symmetry grooving, UHV techniques, field emission-ioniza- and tensor representation will be examined, and tion and evaporation, surface models, adsorp- then related to the mechanical, electrical and tion and nucleation. optical properties exhibited by the materials. 407 Behavior of Materials, VI-Mechanical (Lect Prerequisite: Cr Eng 102. 3.0) Recent theories for the fracture of brittle 477 Atomic Structure in Solid State Materials materials, crystalline and noncrystalline, in rela- (Lect 4.0) The principles of chemical bonding in tion to defects, both microscopic and submicro- solids are discussed in terms of electronic struc- scopic, and techniques for determining strength ture and chemical bonding. The crystallography of brittle materials. of perfect crystals is described along with recip- 410 Seminar (Variable) Discussion of current topics. rocal lattices and tensor properties. Finally, the 414 Advanced Crystal Chemistry (Lect 3.0) characterization of crystalline materials is dis- Detailed treatment of crystal structure notation, cussed. Prerequisite: Graduate standing. space group symmetry, and bonding in complex 490 Research (Variable) Investigations of an structures. Symmetry changes and bonding advanced nature leading to the preparation of a relationships associated with thermal variations. thesis or dissertation. Consent of instructor Prerequisite: Chem 243. required. 418 Optical Properties of Materials (Lect 3.0) The 491 Internship (Variable) Students working toward objective of this course is to give the student a a doctor of engineering degree will select with fundamental understanding of the structure- the advice of their committees, appropriate optical property relationships exhibited by problems for preparation of a dissertation. The isotropic and anisotropic materials. Topics will problem selected and internship plan must con- include the wave/particle nature of light, how form to the purpose of providing a high level light interacts with materials, color, and applica- engineering experience consistent with the tions such as lasers, fiber optic communication intent of the doctor of engineering degree. systems, electro-optics, and integrated optics. 493 Oral Examination (0.0 Hours) After completion Prerequisites: Physics 24 or 25 and Math 22. of all other program requirements, oral exami- 423 Sintering and Microstructure Development nations for on-campus M.S./Ph.D. students may (Lect 3.0) Theory and practice of densification, be processed during intersession. Off-campus microstructure evolution, effect of processing M.S. students must be enrolled in oral examina- and material factors, grain boundary migration, tion and must have paid an oral examination fee grain growth. Prerequisite: Graduate standing. at the time of the defense/comprehensive exam- 444 Instructional Education for Graduate ination (oral/ written). All other students must Students (Lect 1.0) In this course graduate stu- enroll for credit commensurate with uses made dents will participate in scholarly tasks to give of facilities and/or faculties. In no case shall this them useful experience in undergraduate be for less than three (3) semester hours for instruction and research. Skills will be developed resident students. to effectively educate students, and interactive 495 Continuous Registration (Lect 1.0) Doctoral discussions will focus on the development of new candidates who have completed all requirements instructional methods. Prerequisite: Graduate for the degree except the dissertation and are student in Ceramic Engr. away from the campus must continue to enroll 445 Instructional Education for Graduate for at least one hour of credit each registration Students (Lect 1.0) Continuation of Cer 444. period until the degree is completed. Failure to Prerequisite: Graduate Students in Ceramic do so may invalidate the candidacy. Billing will Engr. be automatic as will registration upon payment. 450 Advanced Topics on the Vitreous State (Lect 3.0) Modern aspects of the structure and CHEMICAL ENGINEERING dynamics of inorganic vitreous materials will be reviewed and applied towards understanding the 300 Special Problems (Variable) Problems or read- macroscopic properties of glasses. Prerequisite: ings on specific subjects or projects in the Graduate standing. department. Consent of instructor required. 458 Electroceramic Composite (Lect 3.0) The 301 Special Topics (Variable) This course is objective of this course is to give the student an designed to give the department an opportunity understanding of the structure—property rela- to test a new course. Variable title. tionships exhibited by electroceramic compos- 320 Chemical Process Flowsheeting (Lect 2.0 ites. The composites of interest cover a wide and Lab 1.0) The development, implementation, range of electrical phenomena including com- and evaluation of methods for determining the 114 — Chemical Engineering Courses

mathematical model of a chemical process, straint control, multivariable model predictive ordering the equations in the mathematical control, control sequence descriptions. Design model, and solving the model. Prerequisite: Ch project involving a moderately complicated mul- Eng 235 or graduate standing. tivariable control problem. Prerequisite: Ch Eng 333 Intermediate Separation Processes (Lect 251 or graduate standing. (Co-listed with El Eng 3.0) Fundamentals of separation operations such 332) as extraction and distillation; rates of diffusion in 366 Chemical Process Simulation (Lab 1.0) equilibrium stages and continuous contactors; Simulation of Engineering and chemical process- efficiencies; multistage contactors; performance es on digital and/or analog devices with applica- of equipment; phase equilibrium data; multi- tion to pilot scale processes. Prerequisite: Ch component separation. Prerequisite: Ch Eng Eng 262. 235 or graduate standing. 371 Environmental Chemodynamics (Lect 3.0) 335 Intermediate Transport Phenomena (Lect Interphase transport of chemicals and energy in 3.0) The similarities of flow of momentum, heat the environment. Application of the process ori- and mass transfer and the applications of these ented aspects of chemical engineering and sci- underlying principles are stressed. Course is pri- ence to situations found in the environment. marily for seniors and beginning graduate stu- Prerequisite: Ch Eng 235 or graduate standing. dents. Prerequisite: Ch Eng 235 or graduate 373 Pollution Prevention via Process standing. Engineering (Lect 3.0) To arrive at environ- 341 Physical Property Estimation (Lect 3.0) mentally benign process design, each processing Study of techniques for estimating and correlat- system will be considered as an inter-connection ing thermodynamic and transport properties of of elementary units. Systematic methods capi- gases and liquids. Prerequisite: Ch Eng 235 or talizing on synergistic process integrations will graduate standing. be employed. Linear, nonlinear and integer opti- 347 Principles of Engineering Materials (Lect mization, mass/heat exchange networks, and 3.0) Examination of engineering materials with reactor and reaction networks will be used. emphasis on selection and application of materi- Prerequisite: Ch Eng 235 or graduate standing. als in industry. Particular attention is given to 379 Industrial Pollution Control (Lect 3.0) The properties and applications of materials in study of water, air, and thermal pollution control extreme temperature and chemical environ- methods and the application of these methods to ments. A discipline specific design project is the solution of pollution problems in the chemi- required. (Not a technical elective for under- cal industry. Prerequisite: Ch Eng 235 or grad- graduate metallurgy or ceramic majors) (Co-list- uate standing. ed with Ae Eng 377, Physics 377, Mt Eng 377, Cr 381 Corrosion and its Prevention (Lect 3.0) A Eng 377) study of the theories of corrosion and its appli- 349 Structure and Properties of Polymers (Lect cation to corrosion and its prevention. 3.0) A study of the parameters affecting struc- Prerequisite: Chem 243 or Mt Eng 281. (Co-list- ture and properties of polymers. Syntheses, ed with Mt Eng 381) mechanisms, and kinetic factors are emphasized 383 Intermediate Chemical Reactor Design (Lect from the standpoint of structural properties. 3.0) A study of homogeneous and heteroge- Prerequisite: Ch Eng 235 or graduate standing. neous catalyzed and noncatalyzed reaction 351 Principles of Environmental Monitoring kinetics for flow and batch chemical reactors. (Lect 3.0) This course provides an overview of Application to reactor design is stressed. environmental monitoring methodologies. Prerequisite: Ch Eng 281 or graduate standing. Discussion covers thermodynamic and kinetic 384 Interdisciplinary Problems in processes that affect chemical transport and fate Manufacturing Automation (Lect 2.0 and Lab in the environment. Federal environmental reg- 1.0) The course will cover material necessary to ulations and remediation technologies are also design a product and the fixtures required to covered with specific examples. Prerequisites: manufacture the product. Participants will gain Chem 51, 221, 223, and Physics 23, 24. experience with CAD/CAM software while carry- 355 Intermediate Process Dynamics and ing out an actual manufacturing design project. Control (Lect 3.0) A study of the dynamic prop- Prerequisites: Senior standing and permission of erties of engineering operations and the interre- instructor. (Co-listed with Mc Eng 344, Eng Mg lationships which result when these operations 344) are combined into processes. Formulation of 387 Interfacial Phenomena in Chemical equations to describe open-loop and closed-loop Engineering (Lect 3.0) The course deals with systems. Prerequisite: Ch Eng 251 or graduate the effects of surfaces on transport phenomena standing. and on the role of surface active agents. Topics 359 Plantwide Process Control (Lect 3.0) include fundamentals of thermodynamics, Synthesis of control schemes for continuous and momentum, heat and mass transfer at inter- batch chemical plants from concept to imple- faces and of surfactants. Some applications are mentation. Multiloop control, RGA, SVD, con- included. Prerequisites: Ch Eng 237, Math 204. Chemistry Courses — 115

388 Intermediate Process Design (Lect 3.0) chemical engineering problems in energy, mass Study of newer unit operations, fluidization, and momentum transfer. chromatographic absorption, new developments 449 Plasma Polymerization (Lect 3.0) in operations previously studied. Comparison of Fundamental aspects of polymer formation in operations which might be selected for the same plasma (weakly ionized gas), and properties of end result in an industrial process. Prerequisite: polymers formed by such a process are studied. Ch Eng 235 or graduate standing. Prerequisite: Ch Eng 375. 389 Industrial Chemical Processes (Lect 3.0) 481 Advanced Chemical Reactor Design (Lect Detailed study of various industrial chemical 3.0) A study of homogeneous and heteroge- manufacturing processes including underlying neous reaction kinetics and catalysis with special chemistry, reaction pathways and separation emphasis on effects of mixing in design and processes. Prerequisite: Ch Eng 235 or Chem scale-up of chemical reactors. 221, or graduate standing. (Co-listed with 488 Advanced Chemical Process Design (Lect 2.0 Chem 325) and Lab 1.0) The use of advanced methods of 390 Undergraduate Research (Variable) Designed economic, engineering, optimizing, and control for the undergraduate student who wishes to techniques in planning, designing, and operating engage in research. Not for graduate credit. Not chemical process industries. Topics may be more than six hours allowed for graduation cred- adjusted to include those of special interest or it. Subject and credit to be arranged with the need in the above fields. instructor. 490 Research (Variable) Investigations of an 400 Special Problems (Variable) Problems or read- advanced nature leading to the preparation of a ings on specific subjects or projects in the thesis or dissertation. Consent of instructor department. Consent of instructor required. required. 401 Special Topics (Variable) This course is 491 Internship (Variable) Students working toward designed to give the department an opportunity a doctor of engineering degree will select, with to test a new course. Variable title. the advice of their committees, appropriate 410 Seminar (Variable) Discussion of current topics. problems for preparation of a dissertation. The 420 Applied Mathematics in Chemical problem selected and internship plan must con- Engineering (Lect 2.0 and Lab 1.0) Application form to the purpose of providing a high level of ordinary and partial differential equations in engineering experience consistent with the the solution of chemical engineering problems, intent of the doctor of engineering degree. particularly in the unit operations. Infinite series, 493 Oral Examination (0.0 Hours) After completion numerical analysis, graphical methods, theory of of all other program requirements, oral exami- errors, and precision of measurements are nations for on-campus M.S./Ph.D. students may included. be processed during intersession. Off-campus 421 Applied Optimization in Chemical M.S. students must be enrolled in oral examina- Engineering (Lect 3.0) An introduction to mod- tion and must have paid an oral examination fee ern optimization techniques having applications at the time of the defense/comprehensive exam- in engineering economics, data analysis, process ination (oral/ written). All other students must design and dynamics; methods such as enroll for credit commensurate with uses made Fibonacci, Partan, steep ascent, geometric, of facilities and/or faculties. In no case shall this mathematical and dynamic programming. be for less than three (3) semester hours for 431 Advanced Fluid Flow (Lect 3.0) Fundamentals resident students. of Newtonian flow, non-Newtonian flow, flow 495 Continuous Registration (Lect 1.0) Doctoral through packed beds, two phase flow, flow candidates who have completed all requirements around submerged objects and other related for the degree except the dissertation, and are topics. Fundamentals of statistical theory of tur- away from the campus must continue to enroll bulence, turbulence modeling for transport for at least one hour of credit each registration processes. Theories of turbulent diffusion associ- period until the degree is completed. Failure to ated with mixing. do so may invalidate the candidacy. Billing will 433 Advanced Transport Phenomena (Lect 3.0) be automatic as will registration upon payment. Course is concerned with all aspects of transport phenomena. Complete expressions for heat, CHEMISTRY mass and momentum transfer in all three coor- dinate systems are applied under both laminar 300 Special Problems (Variable) Problems or read- and turbulent conditions. ings on specific subjects or projects in the 445 Advanced Chemical Engineering department. Prerequisite: Preceded or accompa- Thermodynamics (Lect 3.0) Extension of ther- nied by Chem 4 or an equivalent training pro- modynamic principles as applied to nonideal sys- gram approved by UMR. Consent of instructor tems. Use of existing thermodynamic data and required. correlations with emphasis on applications of 116 — Chemistry Courses

301 Special Topics (Variable) This course is 346 Chemical Thermodynamics (Lect 3.0) A study designed to give the department an opportunity of the laws of thermodynamics with application to test a new course. Variable title. to chemical systems. Emphasis is placed on par- 305 Advanced Chemical Preparations and tial molal functions. Prerequisite: Chem 243. Techniques (Lect 1.0 and Lab 2.0) A course 349 The Physical Chemistry of Colloidal designed to develop facility in the use of equip- Dispersions (Lect 3.0) The stability of colloidal ment and techniques commonly used in systems is treated using the kinetic approach advanced work in experimental chemistry. with interparticle potentials. The results are Prerequisite: Preceded or accompanied by Chem extended to practical systems of microemul- 4 or an equivalent training program approved by sions, emulsions and foams. Prerequisite: Chem UMR. 343. 310 Undergraduate Seminar (Lect 1.0) Written 351 Advanced Analytical Chemistry (Lect 3.0) and oral presentations of current topics in chem- Theoretical and practical aspects of modern ana- istry. This course may serve as part of the cap- lytical chemistry. Prerequisite: Chem 251. stone requirement for chemistry majors. 355 Instrumental Methods of Chemical Analysis 321 Intermediate Organic Chemistry I (Lect 3.0) (Lect 3.0 and Lab 1.0) Principles and analytical An advanced course designed to give the stu- applications of molecular spectroscopy, chro- dent a mastery of the fundamentals of organic matographic separations, mass spectrometry, chemical reactions and theory. Prerequisites: and radiochemistry. A brief overview of instru- Chem 223 and 243. ment electronics, signal generation and process- 323 Intermediate Organic Chemistry II (Lect ing, and automated analysis is also provided. 3.0) A systematic study of organic reactions, Prerequisites: Chem 4, Chem 52, Chem 223, their mechanisms and synthetic applications. Chem 243. Prerequisites: Chem 223 and 243. 361 General Biochemistry (Lect 3.0) A resume of 325 Industrial Chemical Processes (Lect 3.0) the important aspects of quantitative and physi- Detailed study of various industrial chemical cal chemistry in biochemical processes. General manufacturing processes including underlying subjects covered include: proteins, nucleic acids, chemistry, reaction pathways and separation enzymes, carbohydrates and lipids. processes. Prerequisite: Ch Eng 235 or Chem Prerequisites: Chem 223 and Bio 211. 221, or graduate standing. (Co-listed with Ch 362 General Biochemistry Laboratory (Lab 2.0) Eng 389) Experiments are integrated with the lectures and 328 Organic Synthesis and Spectroscopic cover the chemical and physical properties of Analysis (Lect 1.0 and Lab 2.0) Advanced proteins, enzymes, nucleic acids, carbohydrates methods for the multistep synthesis and charac- and lipids. Prerequisites: Preceded or accompa- terization of organic compounds. Modern instru- nied by Chem 361 and Chem 4 or an equivalent mental methods of identification of organic com- training program approved by UMR. pounds. Prerequisites: Chem 4, Chem 223, 363 Intermediary Metabolism (Lect 3.0) A contin- Chem 228. uation of Chem 361. Catabolism and anabolism 331 Selected Topics in Inorganic Chemistry of carbohydrates, lipids, proteins, and nucleic (Lect 3.0) A study of inorganic chemistry with acids. Photosynthesis, oxidative phosphorylation emphasis on physical methods. General subjects and membranes. Prerequisite: Chem 361. covered include: molecular structure, bonding, 367 Industrial Biochemistry (Lect 3.0) A study of complexes, spectroscopy, and reaction rates. the problems involved in the utilization of bio- 338 Advanced General Chemistry for Secondary logical systems for the production of bulk chem- Teachers (Lect 3.0 and Lab 1.0) A study of the icals, the preparation of biologicals and the general principles of chemistry with emphasis on treatment of waste from plants producing bio- the fundamental laws and their application in logicals and foodstuffs. Prerequisite: Junior practical applications. The laboratory experi- standing. ments are designed to support lectures and to 371 Nuclear and Radiochemistry (Lect 3.0 and be used as teaching demonstrations in high Lab 1.0) A study of the fundamentals of nuclear schools. Prerequisite: One year of college chem- and radiochemistry including properties of radia- istry. tions; effect of radiation on materials, produc- 343 Introduction to Quantum Chemistry (Lect tion, measurement and use of radioactive trac- 3.0) A study of molecular structures and spec- ers; and the chemistry of reactor materials. troscopy, statistical thermodynamics, kinetic Laboratory training includes radiochemistry theory, chemical kinetics, crystals, and liquids. technology. Prerequisites: Physics 107 or 207 Prerequisites: Math 22 & Physics 25 or equiva- and preceded or accompanied by Chem 4 or an lents. equivalent training program approved by UMR. 344 Advanced Physical Chemistry (Lect 3.0) 373 Atmospheric Chemistry (Lect 3.0) A chemical Advanced undergraduate treatments of statisti- study of the troposphere including composition; cal mechanics, kinetics, group theory, and spec- nucleation, growth stability, distribution, troscopy. Prerequisite: Chem 343. Chemistry Courses — 117

diffusion, and fallout of aerosols; and meteoro- chemistry of alkaloids and heterocycles; the logical aspect. Prerequisite: Chem 243. chemistry of organo-nitrogen, phosphorus, sili- 375 Principles of Environmental Monitoring con and metal compounds; bio-organic mecha- (Lect 3.0) This course provides an overview of nisms. Prerequisite: Chem 223 or equivalent. environmental monitoring methodologies. 425 Physical Organic Chemistry (Lect 3.0) An Discussion covers thermodynamic and kinetic advanced course in theoretical organic chemistry processes that affect chemical transport and fate treating molecular orbital theory, free energy in the environment. Federal environmental reg- relationships, transition state theory, and other ulations and remediation technologies are also fundamental topics. Prerequisite: Chem 321. covered with specific examples. Prerequisites: 431 Inorganic Reaction Mechanisms (Lect 3.0) A Chem 221, Physics 25. study of the reaction mechanisms of inorganic 381 Chemistry and Inherent Properties of compounds involving both metallic and non Polymers (Lect 3.0) A basic study of the organ- metallic elements. The topics covered include, ic chemistry of natural and synthetic high poly- substitution, exchange, oxidation-reduction and mers, their inherent properties and their uses in electron transfer reactions in inorganic systems. plastic, fiber, rubber, resin, food, paper and soap Prerequisite: Chem 237 or Chem 331. industries. Prerequisite: Chem 223. 435 Principles of Inorganic Chemistry (Lect 3.0) 384 Polymer Science Laboratory (Lect 1.0 and A systematic study of modern and theoretical Lab 2.0) Lectures and laboratory experiments inorganic chemistry, based on the periodic clas- dealing with polymerization reactions, solution sification. Prerequisites: Chem 237 and 331. properties and bulk or solid properties will be 437 Principles of Inorganic Chemistry (Lect 3.0) presented. Each student will prepare polymers A continuation of Chem 435 with special empha- and carry out all characterization experiments sis on the transitional elements. Prerequisites: on actual samples. Prerequisite: Chem 381 or Chem 237 and Chem 331. Ch Eng 375, preceded or accompanied by Chem 438 Inorganic Materials Chemistry (Lect 3.0) 4 or an equivalent training program approved by Chemical processing of solid materials. UMR. Introduction to point groups, space groups, and 385 Fundamentals of Protective Coating I (Lect x-ray diffraction. Bonding in solids - from molec- 3.0) Study of the basic principles of protective ular orbital theory to band theory. coatings with particular reference to the paint Nonstoichiometric materials and Kroger-Vink and varnish industry. Classifications, manufac- notation. Optical and electrical properties of ture, properties and uses of protective coatings. semiconductors. Epitaxial growth. Quantum Prerequisite: Chem 223. effects in nanophase materials. Prerequisite: 390 Undergraduate Research (Variable) Designed Chem 331 or permission of instructor. for the undergraduate student who wishes to 440 The Physical Chemistry of Colloidal engage in research. Does not lead to the prepa- Dispersions (Lect 3.0) A study of the properties ration of a thesis. Not more than six (6) credit of colloidal systems. Prerequisite: Chem 243. hours allowed for graduation credit. Subject and 441 Physical Chemistry of Surfaces (Lect 3.0) credit to be arranged with the instructor. Absorption at liquid interfaces and properties of Preparation of a written, detailed report is surface films. Physical and chemical absorption required of the student. Prerequisite: Must meet on solid surfaces. Catalysis. departmental requirements for instruction in 442 Neutron Diffraction (Lect 3.0) A study of neu- laboratory safety. Consent of instructor tron diffraction techniques as applied to nuclear required. and magnetic structures of alloys, compounds, 400 Special Problems (Variable) Problems or read- single crystal and polycrystalline materials. ing on specific subjects or projects in the depart- Prerequisites: Physics 25 and 26. ment. Consent of instructor required. 443 Advanced Chemical Thermodynamics (Lect 401 Special Topics (Variable) This course is 3.0) Partial molar enthalpy and free energy. The designed to give the department an opportunity third law of thermodynamics measurement of to test a new course. Variable title. absolute entropy and correlation of thermody- 410 Seminar (Variable) Discussion of current topics. namic properties. Microscopic and macroscopic 421 Advanced Organic Chemistry (Lect 3.0) An theory of non-equilibrium thermodynamics. advanced study of organic chemistry including Prerequisite: Chem 243. name reactions and current theory. 444 Spectroscopy (Lect 3.0) Introduction to the Prerequisite: Chem 223. interaction of electromagnetic radiation with 423 Advanced Topics in Organic Chemistry (Lect matter. Emphasis on the ultraviolet, visible, and 3.0) A group of courses offered periodically, dis- radio portions of the spectrum. Prerequisite: cussing recent and current material taken pri- Chem 343 or equivalent. marily from chemical journals. One of the fol- 445 Quantum Chemistry I (Lect 3.0) A rigorous lowing topics is offered each semester: molecu- introduction to the fundamental concepts and lar rearrangements; advances in total synthesis; principles of quantum chemistry. Application to the chemistry of isoprenoid compounds; the translational, vibrational, and rotational motion; 118 — Chemistry Courses

one-electron systems. Prerequisite: Chem 343 467 Intermediary Metabolism and Biosynthesis or equivalent. (Lect 3.0) The course covers the biosynthesis 446 Quantum Chemistry II (Lect 3.0) Atomic and and metabolism of nucleic acids, carbohydrates, molecular quantum mechanics. Emphasis on lipids and proteins. Prerequisite: Chem 363. selfconsistent field, variational, and perturbation 468 Advanced Biochemical Techniques (Lab 2.0) theories. Introduction to approximate methods. Offers training in techniques and manipulation of Prerequisite: Chem 343 or equivalent. equipment, sterile procedures, isolation and 447 Statistical Thermodynamics (Lect 3.0) identification of biochemical material. Derivation of the partition function and its appli- Prerequisite: Chem 362. cation to chemical systems. Prerequisite: Chem 471 Advanced Nuclear Chemistry (Lect 3.0) A 243. study of the production and decay of nuclei, 449 Chemical Kinetics (Lect 3.0) An introduction to radioactive dating techniques, and the abun- the deduction of mechanisms of homogeneous dance and origin of the chemical elements. chemical reactions from rate-data. Selected top- Prerequisites: Chem 371, Physics 107 or 207. ics, such as photochemistry, free-radical mecha- 472 Radiation Chemistry (Lect 3.0) A study of the nisms, catalysis, and explosion reactions. chemical and physical effects of high energy Prerequisite: Chem 243. radiation in nonmetallic fluids, gases, liquids, 451 Advanced Quantitative Analysis (Lect 3.0) A and solids. Prerequisite: Chem 371, Physics 107 study of the quantitative analysis of the chemi- or 207. cal elements based on their periodic arrange- 484 Polymer Physical Chemistry and Analysis ment and group separations. Emphasis is placed (Lect 3.0) A study of the physical properties of on the analysis of the less common elements. macromolecular systems including polymer solu- Prerequisite: Chem 251. tions, gels, bulk polymers and rubbers. The 453 Separations (Lect 3.0) An in-depth study of all chemical characterization of polymers based on types of analytical and preparativescale separa- their thermal, spectroscopic, microstructure and tions. A special emphasis will be placed on chro- molecular weight is also discussed. matography and chromatographic theory. Prerequisites: Chem 223 and Chem 243. Prerequisite: Chem 355 or equivalent. 486 Inorganic Polymers (Lect 3.0) A basic study of 455 Chemical Spectroscopy (Lect 3.0) A study of inorganic natural and synthetic polymers, their the electronic, vibrational, rotational and nuclear formation and reactivity, their inherent proper- magnetic resonance spectra of atoms and mole- ties, methods of characterization and applica- cules. A basic understanding of the underlying tions. Prerequisite: Chem 237 or equivalent. theoretical principles and the interpretations of 490 Research (Variable) Investigations of an results is stressed. Prerequisite: Chem 355, advanced nature leading to the preparation of a Chem 343 or equivalent courses. thesis or dissertation. Prerequisite: Must meet 457 Electrochemistry (Lect 3.0) Introduction to the departmental requirements for instruction in fundamentals, methods and applications of elec- laboratory safety. Consent of instructor trochemistry. Fundamentals cover the thermo- required. dynamics/kinetics of electrode reactions, and 493 Oral Examination (0.0 Hours) After completion the modes of mass transport in the electrolyte. of all other program requirements, oral exami- Methods cover potentiometric, amperometric, nations for on-campus M.S./Ph.D. students may and a.c. techniques. Applications focus on analy- be processed during intersession. Off-campus sis and study of materials. Prerequisite: Chem M.S. students must be enrolled in oral examina- 243. tion and must have paid an oral examination fee 458 Principles and Applications of Mass at the time of the defense/comprehensive exam- Spectrometry (Lect 3.0) The course covers ination (oral/ written). All other students must fundamental physical principles of mass spec- enroll for credit commensurate with uses made trometry, instrumentation, interpretation of of facilities and/or faculties. In no case shall this spectra, and applications in environmental, poly- be for less than three (3) semester hours for mer, biomedical, and forensic fields. resident students. Prerequisite: Chem 251 or equivalent. 495 Continuous Registration (Lect 1.0) Doctoral 464 Free Radicals in Biochemistry (Lect 3.0) The candidates who have completed all requirements study of the basic principles of free radical for the degree except the dissertation, and are chemistry and biochemistry. Prerequisites: away from the campus must continue to enroll Chem 221, Chem 223 and Bio Sci 211. for at least one hour of credit each registration 465 Enzymology (Lect 2.0 and Lab 1.0) The study period until the degree is completed. Failure to of the chemical and physical properties, mecha- do so may invalidate the candidacy. Billing will nisms of action, and commercial uses of be automatic as will registration upon payment. enzymes. Laboratory experiments are designed 497 Theory of Chemical Research (Lect 3.0) The to illustrate the catalytic properties of enzymes. design of research experiments in various sub- Prerequisites: Chem 361 and 362. fields of chemistry and the evaluation of Civil Engineering Courses — 119

research results with the aid of examples taken development of visual elements. Prerequisites: from the current literature. Cv Eng 211 with grade of “C” or better. 312 Bituminous Materials (Lect 2.0 and Lab 1.0) CIVIL ENGINEERING Properties, types, and grades of bituminous materials are presented. Emphasis is placed on 300 Special Problems (Variable) Problems or read- usage, distress, surface treatment design, and ings on specific subjects or projects in the asphalt concrete mix properties, behavior, department. Consent of instructor required. design manufacture, and construction. 301 Special Topics (Variable) This course is Prerequisite: Preceded or accompanied by Cv designed to give the department an opportunity Eng 216. to test a new course. Variable title. 313 Composition and Properties of Concrete 302 Geomatics (Lect 3.0) Horizontal and vertical (Lect 3.0) Properties of plastic and hardened geodetic datums and networks. Theory, calcula- concrete and the influence of cements, aggre- tions and applications of State Plane Coordinate gates, water and admixtures upon these proper- Systems. Introduction to Geographic and Land ties. The microstructure of cement gel and other Information Systems: hardware and software factors are related to the behavior of hardened issues; data quality and accuracy; resource, concrete under various types of loading and environmental, cadastral and governmental environments, drying shrinkage, creep and applications; databases; GIS/LIS trends. relaxation, fatigue, fracture, and durability. Introduction to Global Positioning Systems Introduction to statistical quality control of con- (GPS): Project planning, data collection, data crete production. Prerequisite: Preceded or processing and network adjustment applica- accompanied by Cv Eng 216. tions, Kinematic and RealTime GPS applications, 314 Geosynthetics in Engineering (Lect 3.0) hardware and software options and costs. Geotechnical principles are applied to design of Prerequisite: Cv Eng 1 with grade of “C” or bet- geosynthetic systems for foundation support, ter. earth retention, drainage, and disposal of haz- 304 Legal Aspects of Boundary Surveying (Lect ardous conventional wastes. Geosynthetic test- 3.0) The U.S. Public Land Survey System ing and identification. Emphasis is on design of (USPLSS): original GLO survey instructions and geosynthetic earth reinforcement, roadway sta- procedures. Resurveys on the USPLSS law, stan- bilization, filters, and waste containment sys- dards, procedures with emphasis on Missouri. tems. Prerequisites: Cv Eng 215 with grade of Rights in real property; statute, case and admin- “C” or better. istrative law applied to boundaries. 315 Intermediate Soil Mechanics (Lect 3.0) Simultaneous and sequence conveyances. General principles of soil mechanics and their Unwritten rights in real property. Riparian applications, including mineralogy, soil structure, boundaries. Writing and interpreting boundary flow through porous media, shear strength, descriptions. Land surveyor duties and responsi- slope stability and consolidation. Prerequisites: bilities. Prerequisite: Cv Eng 1 with grade of “C” Cv Eng 215 with grade of “C” or better. or better. 316 Geotechnical Earthquake Engineering (Lect 306 Surveying Systems (Lect 3.0) Celestial obser- 3.0) Geotechnical earthquake hazards and miti- vations for azimuths. Introduction to State Plane gations, damage to structures, plate tectonics, Coordinate systems. Theory and calculations. seismicity, wave propagation, characterization of Route surveying and geometrics, horizontal, spi- ground motions, theory of vibrations (1-DOF), ral and vertical curves. Surveying aspects of effect of local soil conditions on ground residential and commercial subdivision design: response, development of design ground lot layout, rights of way, easements, setbacks, motions, liquefaction, dynamic lateral earth platting, planning and zoning constraints, appli- pressures and slope stability/deformation. cation of surveying software. Instrumentation: Prerequisite: Cv Eng 215 with a grade of “C” or total stations, electronic levels, instrument cali- better. brations. Prerequisite: Cv Eng 1 with grade of 317 Pavement Design (Lect 3.0) Structural design “C” or better. of rigid and flexible pavements including loading 310 Seminar (Lect 1.0) Discussion of current topics. characteristics, properties of pavement compo- Prerequisite: Senior standing. nents, stress distribution and the effects of cli- 311 Geometric Design of Highways (Lect 2.0 and matic variables on design criteria. Prerequisites: Lab 1.0) Development and applications of con- Preceded or accompanied by Cv Eng 216 and Cv cepts of geometric design for rural and urban Eng 229. highways. Design controls and criteria; elements 318 Smart Materials and Sensors (Lect 2.0 and of design, including sight distance, horizontal Lab 1.0) Smart structures with fiber reinforced and vertical alignment; cross-section elements; polymer (FRP) composites and advanced sen- highway types; intersection design elements; sors. Multidisciplinary topics include characteri- types of interchanges and interchange design zation, performance, and fabrication of compos- elements; grade separations and clearance; ite structures; fiber optic, resistance, and 120 — Civil Engineering Courses

piezoelectric systems for strain sensing; and lems of interest to the student. Use of the com- applications of smart composite structures. puter as a tool to aid in the design will be Laboratory and team activities involve manufac- emphasized. Prerequisite: Cv Eng 223 with a turing, measurement systems, instrumented grade of “C” or better. (Co-listed with Arch Eng structures, and performance tests on a large- 327) scale smart composite bridge. Prerequisites: 328 Prestressed Concrete Design (Lect 3.0) Senior Standing and Math 204. (Co-listed with Behavior of steel and concrete under sustained Ae Eng, E Mech, Mc Eng and El Eng 329) load. Analysis and design of pre-tensioned and 319 Applied Mechanics in Structural post-tensioned reinforced concrete members Engineering (Lect 3.0) A study of the basic and the combining of such members into an relationships involved in the mechanics of struc- integral structure. Prerequisite: Cv Eng 223 with tures. Topics include basic elasticity, failure cri- a grade of “C” or better. (Co-listed with Arch teria, fundamental theories of bending and Eng 328) buckling of plates and cylindrical shells for prac- 329 Foundation Engineering II (Lect 3.0) tical application in analysis and design of bridge, Classical earth pressure theories. Analysis of building floors, and shell roofs. Prerequisite: Cv shallow and deep foundations to include bearing Eng 217 with grade of “C” or better. (Co-listed capacity and settlement of footings, rafts, piles, with Arch Eng 319) and drilled piers. Analysis of stability and design 322 Analysis and Design of Wood Structures of retaining walls and anchored bulkheads. (Lect 3.0) A critical review of theory and practice Prerequisites: Cv Eng 229 with a grade of “C” or in design of modern wood structures. Effect of better. (Co-listed with Arch Eng 329) plant origin and physical structure of wood on its 330 Unsteady Flow Hydraulics (Lect 3.0) The mechanical strength; fasteners and their signifi- study of unsteady flow and its effect on closed cance in design; development of design criteria water systems and in open channels. and their application to plane and three dimen- Prerequisites: Cv Eng 230 with a grade of “ C” or sional structures. Prerequisite: Cv Eng 217 with better. grade of “C” or better. (Co-listed with Arch Eng 331 Hydraulics of Open Channels (Lect 3.0) The 322) phenomena accompanying the flow of water in 323 Classical and Matrix Methods of Structural open channels, such as uniform and varied flow, Analysis (Lect 3.0) Classical displacement and critical conditions, backwater curves, hydraulic force methods applied to structures of advanced jump, hydraulic drop and applications are stud- design. Displacement matrix methods and com- ied in detail. Prerequisites: Cv Eng 230 with a puter techniques applied to continuous beams, grade of “C” or better. frames and trusses, plane grid and three-dimen- 333 Intermediate Hydraulic Engineering (Lect sional frames. Prerequisite: Cv Eng 217 with 3.0) Application of fluid mechanics principles to grade of “C” or better. (Co-listed with Arch Eng the design. Kinematics of fluid motion, conser- 323) vation of mass, linear and angular momentum, 324 Numerical Methods of Structural Analysis and energy. Requirements for similarity of fluid (Lect 3.0) The application of numerical integra- flow. Introduction to dynamics of fluid flows and tion techniques for determining shears, viscous incompressible flows. Prerequisites: Cv moments, slopes and deflections of beams and Eng 230 with a grade of “C” or better. frames. Numerical techniques for structural ele- 335 Water Infrastructure Engineering (Lect 2.0 ment stability. Application of finite difference and Lab 1.0) Fundamental principles underlying methods on one and two dimensional structural comprehensive water infrastructure develop- systems. Prerequisite: Cv Eng 217 with grade of ment; sanitary sewers, sanitary treatment facil- “C” or better. ities, stormwater sewers, stormwater detention, 326 Advanced Steel Structures Design (Lect 3.0) water power development, and hydraulic struc- The design of structural steel systems into a final tures. The student is responsible for the plan- integrated structure. Plate girders, composite ning and design of a water infrastructure devel- systems, stability, connections, rigid frames, sin- opment project. Prerequisite: Cv Eng 230 with gle and multistory buildings, and similar type a grade of “C” or better. problems of interest to the student. Use of the 337 River Mechanics and Sediment Transport computer as a tool to aid in the design will be (Lect 3.0) Formation of rivers and the laws gov- emphasized. Prerequisites: Cv Eng 221 with a erning river regulation and improvements, grade of “C” or better. (Co-listed with Arch Eng including navigation and flood protection. 326) Principles governing sediment transport. 327 Advanced Concrete Structures Design (Lect Prerequisites: Cv Eng 230 with a grade of “C” or 3.0) The design of structural concrete systems better. into a final integrated structure. Two-way slabs, 338 Hydrologic Engineering (Lect 3.0) A study of long columns, connections, and discontinuity current up-to-date hydrologic techniques involv- regions, deflections and cracking of beams and ing design of hydrologic input for bridges, cul- slabs, ACI design criteria, and similar type prob- verts, reservoirs. Techniques involve extreme Civil Engineering Courses — 121

value statistics, model hydrographs, routing, and projects. Prerequisites: Cv Eng 265, Ge Eng etc. Prerequisites: Cv Eng 234 with a grade of 337 or Graduate Standing. (Co-listed with Env “C” or better. En 361) 341 Professional Aspects of Engineering 362 Public Health Engineering (Lect 3.0) A com- Practice (Lect 3.0) A study of engineering reg- prehensive course dealing with the environmen- istration laws, regulations, rules of professional tal aspects of public health. Prerequisites: Cv responsibility and standards of practice. Review Eng 261 with a grade of “C” or better. (Co-list- of causative factors of selected failures and their ed with Env En 362) relationship to professional responsibility. 363 Solid Waste Management (Lect 3.0) A sys- Prerequisite: Senior standing. tematic study of the sources, amounts and char- 345 Construction Methods (Lect 3.0) Introduction acteristics of solid wastes and methods used for to construction planning, selection of equipment their collection, reclamation, and ultimate dis- and familiarization with standard methods for posal. Prerequisites: Cv Eng 261 with grade of horizontal and vertical construction. Application “C” or better; or graduate standing. (Co-listed of network analysis and schedules to project with Env En 363) control. Prerequisite: Cv Eng 248 with a grade 364 Environmental Systems Modeling (Lect 3.0) of “C” or better. (Co-listed with Arch Eng 345) Introductory course in modeling environmental 346 Management of Construction Costs (Lect systems. Course will focus on contaminant fate 3.0) Management of construction projects from and transport in the environment. Models will be inception to completion: estimates, role of net- developed that will include physical, chemical work preplanning, project monitoring and con- and biological reactions and processes that trol. Prerequisites: Cv Eng 248 with a grade of impact this fate. Prerequisites: Env En/Cv Eng “C” or better. (Co-listed with Arch Eng 346) 261, Env En/Cv Eng 262 and Env En/ Cv Eng 349 Engineering and Construction Contract 263; or Graduate standing. (Co-listed with Env Specifications (Lect 3.0) Legal and business En 364) aspects of contracts and contracting procedure 367 Introduction to Air Pollution (Lect 3.0) in the construction industry to include contracts Introduction to the field of air pollution dealing for engineering services and for construction. with sources, effects, federal legislation, trans- Analysis, study of precedents, and application of port and dispersion and principles of engineering the more important provisions, including control. Prerequisite: Cv Eng 230; or graduate changes, differing site conditions, liability, arbi- standing. (Co-listed with Env En 367) tration, termination, disputes, appeal procedure, 368 Air Pollution Control Methods (Lect 3.0) payments, insurance, inspection, liquidated Study of the design principles and application of damages, and technical provisions. the state-ofthe-art control techniques to Prerequisite: Preceded or accompanied by Cv gaseous and particulate emissions from fossil Eng 248. (Co-listed with Arch Eng 349) fuel combustion, industrial and transportation 353 Traffic Engineering (Lect 3.0) Driver, vehicle, sources. Prerequisite: Cv Eng 230; or graduate and roadway characteristics; traffic control standing. (Co-listed with Env En 368) devices; traffic studies; intersection capacity, 369 Sanitary Engineering Design (Lect 2.0 and intersection design, traffic safety, and evaluation Lab 1.0) Functional design of water and waste of traffic improvements. Traffic laws and ordi- water treatment facilities. Prerequisites: Cv Eng nances, traffic engineering, traffic circulation, 265 with a grade of “C” or better. (Co-listed with parking design, and forecasting traffic impacts. Env En 369) Prerequisites: Cv Eng 211 with a grade of “C” or 373 Air Transportation (Lect 2.0 and Lab 1.0) better. Runway configuration, airfield capacity, geomet- 360 Environmental Law and Regulations (Lect rics and terminal layout and design. Aircraft 3.0) This course provides comprehensive cover- perfomance; navigation and air traffic control; age of environmental laws and regulations deal- airport planning and design; airline operations; ing with air, water, wastewater, and other media. aviation systems planning. Prerequisite: Cv Eng The primary focus is permitting, reporting, and 211 with a grade of “C” or better. compliance protocols. The course topics include 374 Infrastructure Strengthening with U.S. and international legal systems and judicial Composites (Lect 2.0 and Lab 1.0) The course processes, liability, enforcement, Clean Air Act, presents composite materials and includes prin- Clean Water Act (NPDES) permitting), Safe ciples of reinforcing and strengthening for flex- Drinking Water Act, OSGA, TSCA, RCRA, AND ure, shear, and ductility enhancement. It covers CERCLA. Case studies will be emphasized. (Co- the design of new concrete members reinforced listed with Env En 360) with composites as well as existing members 361 Remediation of Contaminated Groundwater strengthened with externally bonded laminates and Soil (Lect 2.0 and Lab 1.0) Course covers or near surface mounted composite. Case stud- current in-situ and ex-situ remediation technolo- ies are discussed and substantial laboratory gies. Current literature and case studies are uti- exposure is provided. Prerequisites: Cv Eng 217 lized to provide the focus for class discussions and Cv Eng 223. (Co-listed with Arch Eng 374) 122 — Civil Engineering Courses

375 Low-Rise Building Analysis and Design (Lect Existing computer models are used to analyze 3.0) Fundamentals of structural dynamics axially and laterally loaded piles, seepage, con- including the concept of natural frequency, mode solidation and settlement behavior. shape, and damping. Responses of single-story Prerequisite: Graduate standing. buildings under blast, earthquake, and wind 413 Soil Dynamics II (Lect 3.0) Theory of vibra- loading. Response spectrum analysis of low-rise tion, spectral response site-specific response buildings under earthquake loads. Review of var- spectra, seismic risk analysis, detailed design of ious design loads specified in IBC2000. Design of retaining structures, pile and machine founda- columns, walls, joints, and frames. Prerequisite: tions, soil structure interaction. Dynamic soil Preceded or accompanied by Cv Eng 221 or Cv properties, seismic slope, stability analysis prob- Eng 223. lem solving by shake, pilay2, winsliq-1, ddrw-1 380 Water Resources and Wastewater research needs. Engineering (Lect 3.0) Application of engineer- 414 Measurement of Soil Properties (Lect 2.0 and ing principles to the planning and design of mul- Lab 1.0) Laboratory determination of soil prop- tipurpose projects involving water resources erties with emphasis on practical. Applications of development and wastewater collection/treat- test data. Tests include classification, atterberg ment/disposal/systems. Latest concepts in limits, consolidation, compaction, triaxial shear engineering analysis are applied to evaluation of tests with pore pressure measurement, and alternative solutions. Prerequisites: Cv Eng 233, direct shear tests. Preparation of technical 235, 265. (Co-listed with Env En 380) reports. Prerequisite: Preceded or accompanied 382 Teaching Engineering (Lect 3.0) Introduction by Cv Eng 315. to teaching objectives and techniques. Topics 415 Advanced Soil Mechanics (Lect 3.0) Advanced include: using course objectives to design a topics and recent advances in theoretical soil course; communication using traditional and mechanics. Topics may include stress distribu- cutting-edge media; textbook selection; assess- tion, failure theories, shear failure in ideal soils, ment of student learning; grading; student consolidation and settlement, physico-chemical learning styles; cooperative/active learning; and properties, and clay mineralogy. Prerequisite: student discipline. Prerequisite: Graduate Cv Eng 315. standing. (Co-listed with Eng Mg 370, Env En 416 Soil Stabilization (Lect 3.0) The application of 382, Cp Eng 382, El Eng 382) mineralogical and physicochemical principles to 390 Undergraduate Research (Variable) Designed soil stabilization problems and stabilization tech- for the undergraduate student who wishes to niques for highway and foundation applications. engage in research. Not for graduate credit. Not Prerequisite: Cv Eng 315. more than six (6) credit hours allowed for grad- 417 Earth Dams and Related Problems (Lect 3.0) uation credit. Subject and credit to be arranged The exploration for and selection of site and with the instructor. materials, seepage analysis, slope stability and 400 Special Problems (Variable) Problems or read- design, embankment design, compaction, ings on specific subjects or projects in the instrumentation and construction operations as department. Consent of instructor required. they pertain to earth and rockfill dams. 401 Special Topics (Variable) This course is Prerequisite: Cv Eng 315. designed to give the department an opportunity 419 Advanced Behavior of Reinforced and to test a new course. Variable title. Prestressed Concrete (Lect 3.0) Behavior of 410 Seminar (Variable) Discussion of current topics. reinforced and prestressed concrete sections, 411 Transportation Systems Analysis (Lect 3.0) members and wall/shell-type elements subject- Concepts and principles fundamental to the ed to bending, axial load, shear and torsion. planning, design, operation, and management of Confinement of concrete. Various truss model transportation systems using a systems per- theories applicable to main members and strut- spective to transportation problems. Concepts tie model applicable to disturbed regions, joints, from economics, engineering, operations and connections. Prerequisite: Cv Eng 223 with research, management, psychology, and public grade of “C” or better. policy analysis are used throughout. Topics 420 Advanced Structural Mechanics (Lect 3.0) A include linear and non-linear programming, study of the basic relationships involved in the dynamic programming, supply-demand micro- mechanics of structures. Topics include basic economic framework, analysis of transportation elasticity, elastic foundations, elastic stability of demand, system performance, network equilibri- beams and frames, torsion of thin sections. um, simulation and associated case studies. Prerequisite: Preceded or accompanied by Cv Prerequisite: Cv Eng 353. Eng 323. 412 Numerical Methods in Geotechnical 421 Plastic Analysis and Design of Metal Engineering (Lect 3.0) Survey of computer Structures (Lect 3.0) Behavior of engineering methods of analyzing complex geotechnical materials in the inelastic stress range. Analysis engineering problems. Finite element, finite dif- and design of elementary structural members ference and closed form solution techniques. and frames. Civil Engineering Courses — 123

422 Analysis and Design of Plates and Shells I engineering including current procedure for the (Lect 3.0) Fundamental theories of bending and application of soil mechanics principles to the buckling of plates for practical applications in design of foundations, embankments and retain- analysis and design of bridge and building floors, ing structures. Case histories will be emphasized highway and airport pavements, and structural with the student making successive design deci- plate components. Shell theory with application sions. to tanks, pressure vessels, shell roofs, and fold- 431 Advanced Hydraulics and Hydraulic ed plate construction. Prerequisite: Preceded or Engineering (Variable) Studies in the field of accompanied by Cv Eng 323. hydraulic engineering to fit the needs of a par- 423 Analysis and Design of Plates and Shells II ticular student or class. Each student makes a (Lect 3.0) Buckling of cylindrical shells and complete design of a hydraulic development in spherical and stiffened domes. Analysis of cylin- one of the following fields; water power, sanita- drical barrel roofs and other shapes such as tion, river and harbor projects. Prerequisite: Cv paraboloids and conoids. Finite difference and Eng 230. plastic analysis of plates with complex geometry. 432 Turbulence in Open Channel Flow (Lect 2.0 Thermal stress analysis in plates and shells. and Lab 1.0) Origin and basic concepts of turbu- Prerequisite: Cv Eng 422. lence, plane and homogeneous turbulence in 424 Structural Dynamics and Earthquake open channels, turbulent transport in open Engineering (Lect 3.0) Behavior of structural channel flow. Considerations of nonhomoge- materials, elements, and systems under dynam- neous and nonisotropic turbulence in open chan- ic loads and earthquake excitation; computer nels. Prerequisites: Cv Eng 331 and 336. methods for response analysis of lumped, con- 435 Hydraulic Structures (Variable) Gravity, arch, sistent, and distributed mass models; eigensolu- multiple arch, and buttress dams including tion techniques; design of 2-D and 3-D seismic- appurtenances such as spillways, penstocks and resistant structures with current building code. gates. Latter part of course is designed to needs 425 Finite Element Application in Structural of the individual student with applications to Design (Lect 3.0) Concepts of analysis and river and harbor structures, canal and irrigation design. Generalized coordinate models and structures, and sewage structures. isoparametric derivations for one, two, and three Prerequisites: Cv Eng 223 and 230. dimensional elements. Systems with plate and 437 Hydraulic Equipment (Variable) Design and shell elements. Structural instability problems. placement of reaction and impulse turbines, Elastic and inelastic systems for static and pumps, measuring devices, gates, valves and dynamic loads. Studies of computer programs. appurtenant equipment used in connection with 426 Advanced Design in Steel and Lightweight water power, navigation, irrigation and other Structures (Lect 3.0) A critical evaluation of the hydraulic developments. Prerequisites: Cv Eng theories of design and actual behavior of metal 230 and Mc Eng 219. components and their connections. The basis of 438 Advanced Hydrology (Lect 3.0) A study of the development of the pertaining codes will be methods used in modern hydrologic analysis and considered. Prerequisite: Preceded or accompa- design. Items of study include hydrography nied by Cv Eng 323. analysis, maximum possible storm, infiltration, 427 Optimum Structural Design (Lect 3.0) design flood determination and project feasibili- Formulation of optimum design; methods for lin- ty. Prerequisite: Cv Eng 233. ear, nonlinear, geometric, and dynamic program- 439 Similitude and Model Studies (Lect 3.0) The ming; optimality criterion methods; finite ele- use of models and analogies as aids to engi- ment analysis; applications to reinforced con- neering design. Principles of dimensional analy- crete and steel structures subjected to static and sis. Application to problems of fluid flow and dynamic loads; optimal control; computer pro- structures is emphasized. Prerequisite: Math grams ODSEWS-2D-II and ODRESB-3D. 204. Prerequisite: Preceded or accompanied by Cv 440 Urban Hydrology (Lect 3.0) Studies of the Eng 323. influence of urban areas on their hydrology. 428 Analysis of Nonlinear Structures (Lect 3.0) Special emphasis on the principles of spatially Inelastic behavior of structural members and varied unsteady flow. Model hydrographs leading connections; formulation of various models for toward determination of design storm flow are steel and reinforced concrete including elasto- utilized to obtain information necessary for plastic, bilinear, trilinear, Ramberg-Osgood, design of storm sewers, channels, and hydraulic Cheng-Mertz, and Cheng-Lou; matrix analysis of structures common to urban areas. 2-D and 3-D building structures for geometric Prerequisite: Cv Eng 233. and material nonlinearity; dynamic and stability 442 Construction Administration, Planning and analysis. Prerequisite: Preceded or accompa- Control (Lect 3.0) Study of construction project nied by Cv Eng 323. development and execution, ranging from pre- 429 Foundation Engineering III (Lect 3.0) A crit- liminary engineering to project turnover. Key ical study of modern concepts of foundation topics include bidding strategies, quality control, 124 — Civil Engineering Courses

conceptual estimating, scheduling, progress and systems, trickling filters, rotating biological con- cost control, value engineering, safety and con- tractors, lagoons, nitrification and denitrification, struction productivity. Prerequisite: Preceded or and digestion processes. Prerequisite: Cv Eng accompanied by Cv Eng 345. 230 or equivalent. (Co-listed with Env En 463) 443 Contract Formulation and Project Delivery 464 Industrial and Hazardous Waste Treatment Systems (Lect 3.0) Project life-cycle planning (Lect 2.0 and Lab 1.0) Course covers fundamen- and management. Roles and responsibilities of tals of industrial and hazardous wastewater contract participants. Construction contract for- treatment systems and characterization includ- mulation. Obtaining work by negotiating and by ing physical, chemical and biological processes bidding. Forms and variations of project delivery and laboratory pilot plant investigations. (Co- systems. Prerequisite: Cv Eng 345 or Cv Eng listed with Env En 464) 349. 465 Environmental Engineering Analysis 445 Advanced Construction Engineering (Lect Laboratory (Lect 1.0 and Lab 2.0) 3.0) Study of the temporary structures and plant Environmental Engineering analytical principles used in construction. Key topics include legal and techniques applied to the quantitative implications, codes and regulations, falsework, measurement of water, wastewater and natural slipforming, bridge construction supports, and characteristics, and application of advanced protection of adjacent facilities. Prerequisite: instrumentation methods in Environmental Preceded or accompanied by Cv Eng 345. Engineering. Prerequisite: Cv Eng 261 or equiv- 453 Transportation Planning (Lect 3.0) Study of alent, with a grade of “c” or better. (Co-listed urban development, mobility patterns, and the with Env En 465) transportation network. Transportation modeling 467 Environmental Chemistry (Lect 3.0) This techniques; transportation control plans to course covers the fundamental and applied improve air quality; consideration of the trans- aspects of environmental chemistry including portation disadvantaged; transportation plan- inorganic, organic, and analytical chemical prin- ning in smaller cities and rural areas. Access ciples. The course emphasizes the aquatic envi- management and site impact analysis of traffic ronmental and covers gas laws and solubility, generators. Prerequisite: Cv Eng 353 or consent chemical modeling, equilibria, acid-base and of instructor. complexation relationships, oxidation and photo- 460 Chemical Principles in Environmental chemical reactions. Prerequisite: Graduate Engineering (Lect 3.0) The course develops standing in engineering or science curricula. fundamental chemical and physical principles (Co-listed with Env En 467) underlying environmental engineering systems 487 Fluid Mechanics of Porous Solids (Lect 3.0) including drinking water, groundwater, and Properties of fluid systems in porous solids. wastewater treatment; and natural environmen- Statics, dynamics and solutions for problems of tal processes. Topics include adsorption, com- flow in fully saturated and unsaturated porous plex formation, acid-base equilibria, solubility, solids. Steady and unsteady flow cases. mass transfer and diffusion, electrochemistry, Similitude for two phase flow in porous solids and chemical kinetics. Prerequisite: Graduate and theory of models. Standing. (Co-listed with Env En 460) 490 Research (Variable) Investigations of an 461 Biological Principles in Environmental advanced nature leading to the preparation of a Engineering Systems (Lect 2.0 and Lab 1.0) thesis or dissertation. Consent of instructor Course covers the fundamental biological and required. biochemical principles involved in natural and 491 Internship (Variable) Students working toward engineered biological systems. (Co-listed with a doctor of engineering degree will select, with Env En 461) the advice of their committees, appropriate 462 Physicochemical Operations in problems for preparation of a dissertation. The Environmental Engineering Systems (Lect problem selected and internship plan must con- 3.0) Course covers physicochemical operations form to the purpose of providing a high-level and design in water, wastewater and aqueous engineering experience consistent with the hazardous waste treatment systems including intent of the doctor of engineering degree. coagulation, precipitation, sedimentation, filtra- 493 Oral Examination (0.0 Hours) After completion tion, gas transfer, chemical oxidation and disin- of all other program requirements, oral exami- fection, adsorption ion exchange. Prerequisite: nations for on-campus M.S./Ph.D. students may Cv Eng 230 or equivalent. (Co-listed with Env be processed during intersession. Off-campus En 462) M.S. students must be enrolled in oral examina- 463 Biological Operations in Environmental tion and must have paid an oral examination fee Engineering Systems (Lect 3.0) Course covers at the time of the defense/comprehensive exam- biological operations and design in water, waste- ination (oral/ written). All other students must water and aqueous hazardous waste treatment enroll for credit commensurate with uses made systems including modeling of biological treat- of facilities and/or faculties. In no case shall this ment processes; and design of activated sludge Computer Engineering Courses — 125

be for less than three (3) semester hours for tradeoffs. Hardware and software laboratory resident students. projects required. Prerequisite: Cp Eng 313. 495 Continuous Registration (Lect 1.0) Doctoral 317 Fault-Tolerant Digital Systems (Lect 3.0) candidates who have completed all requirements Design and analysis of fault-tolerant digital sys- for the degree except the dissertation, and are tems. Fault models, hardware redundancy, infor- away from the campus must continue to enroll mation redundancy, evaluation techniques, sys- for at least one hour of credit each registration tem design procedures. Prerequisites: Cp Eng period until the degree is completed. Failure to 111 and Cp Eng 112. do so may invalidate the candidacy. Billing will 318 Digital System Modeling (Lect 3.0) Digital be automatic as will registration upon payment. system modeling for simulation, synthesis, and 499 Case Studies in Civil Engineering (Lect 3.0) rapid system prototyping. Structural and behav- This course may be taken as part of a non-the- ioral models, concurrent and sequential lan- sis graduate program. It will be an in-depth guage elements, resolved signals, generics, con- study of a topic selected by the student in con- figuration, test benches, processes and case cert with his graduate advisor. The product of studies. Prerequisites: Cp Eng 111 and Cp Eng this work will include a comprehensive term 112; or Cmp Sc 234. paper or civil engineering design project and 319 Digital Network Design (Lect 3.0) Simulation- include an oral presentation of the student’s based design of digital networks including local, work. Prerequisite: Graduate standing. metropolitan, and wide-area networks. Network standards, performance, trade-off, and simula- COMPUTER ENGINEERING tion tools. Prerequisite: Cp Eng 213 or comput- er hardware competency. 300 Special Problems (Variable) Problems or read- 331 Real-Time Systems (Lect 3.0) Introduction to ings on specific subjects or projects in the real-time (R-T) systems and R-T kernels, also department. Consent of instructor required. known as R-T operating systems, with an 301 Special Topics (Variable) This course is emphasis on scheduling algorithms. The course designed to give the department an opportunity also includes specification, analysis, design and to test a new course. Variable title. validation techniques for R-T systems. Course 311 Introduction to VLSI Design (Lect 2.0 and includes a team project to design an appropriate Lab 1.0) An introduction to the design and R-T operating system. Prerequisite: Cp Eng 213 implementation of very large scale integrated or Cmp Sc 284. systems. Procedures for designing and imple- 342 Real-Time Digital Signal Processing (Lect menting digital integrated systems, structured 3.0) Introduction to the use of programmable design methodology, stick diagrams, scalable DSP chips to implement DSP algorithms in real- design rules, and use of computer aided design time. Includes real-time data acquisition, inter- tools. Prerequisite: Cp Eng 213. rupt-driven programs, deterministic and random 312 Digital Systems Design Laboratory (Lect 2.0 signal generation, quantization effects, division and Lab 1.0) Experimental studies of problems of labor between numerical analysis, high-level with high speed digital signals in circuits. language and assembly level routines. Student designs, wires, tests, and programs a Prerequisites: Cp Eng 213 and El Eng 267. microprocessor based single board computer 345 Digital Image Processing (Lect 3.0) project. A FPGA design is programmed and test- Fundamentals of human perception, sampling ed. Prerequisite: Cp Eng 213 or 313. and quantization, image transforms, enhance- 313 Microprocessor Systems Design (Lect 3.0) ment, restoration, channel and source coding. The design of digital systems based around Prerequisite: El Eng 267 (Co-listed with El Eng microcomputers, microcomputer architecture, 345) logic replacement, hardware vs. software trade- 349 Trustworthy, Survivable Computer offs, memory design, timing considerations, Networks (Lect 3.0) This course examines input/output design, and total systems design. basic issues in network management, testing, Prerequisites: Cp Eng 213 and Cp Eng 214. and security; it also discusses key encryption, 315 Digital Computer Design (Lect 3.0) key management, authentication, intrusion Organization of modern digital computers; detection, malicious attack, and insider threats. design of processors, memory systems and I/O Security of electronic mail and electronic com- units, hardware-software tradeoffs in different merce systems is also presented. Prerequisite: levels of computer system design. Cp Eng 319 or Cmp Sc 285. Prerequisites: Cp Eng 213 and Cp Eng 214. 382 Teaching Engineering (Lect 3.0) Introduction 316 Advanced Microcomputer System Design to teaching objectives and techniques. Topics (Lect 3.0) The design of digital systems based include: using course objectives to design a on advanced microprocessors. Introduction to course; communication using traditional and microcomputer logic development systems. I/0 cutting-edge media; textbook selection; assess- interfaces. Assembly and high level language ment of student learning; grading; student learning styles; cooperative/active learning; and 126 — Computer Science Courses

student discipline. Prerequisite: Graduate be processed during intersession. Off-campus standing. (Co-listed with Eng Mg 370, Env En M.S. students must be enrolled in oral examina- 382, El Eng 382, Cv Eng 382) tion and must have paid an oral examination fee 390 Undergraduate Research (Variable) Designed at the time of the defense/comprehensive exam- for the undergraduate student who wishes to ination (oral/ written). All other students must engage in research. Not for graduate credit. Not enroll for credit commensurate with uses made more than six (6) credit hours allowed for grad- of facilities and/or faculties. In no case shall this uation credit. Subject and credit to be arranged be for less than three (3) semester hours for with the instructor. resident students. 391 Computer Engineering Senior Project I (Lect 495 Continuous Registration (Lect 1.0) Doctoral 0.5 and Lab 0.5) A complete design cycle. candidates who have completed all requirements Working in small teams, students will design, for the degree except for the dissertation, and document, analyze, implement, and test a prod- are away from the campus, must continue to uct. Topics include: Iteraton in design, proto- enroll for at least one hour of credit each regis- typing, group dynamics, design reviews, making tration period until the degree is completed. effective presentations, concurrent design, Failure to do so may invalidate the candidacy. designing for test, ethics and standards, testing Billing will be automatic as will registration upon and evaluation. Prerequisites: Stat 217, Cp Eng payment. 111, Econom 121 or 122, Sp&M S 85, English 160, Cp Eng 213, 214, and a computer organi- COMPUTER SCIENCE zation elective. 392 Computer Engineering Senior Project II 300 Special Problems (Variable) Problems or read- (Lab 3.0) A continuation of Cp Eng 391. ings on specific subjects or projects in the Prerequisite: Cp Eng 391. department. Consent of instructor required. 400 Special Problems (Variable) Problems or read- 301 Special Topics (Variable) This course is ings on specific subjects or projects in the designed to give the department an opportunity department. Prerequisite: Consent of the to test a new course. Variable title. instructor. 303 Multimedia Systems (Lect 3.0) This course 401 Special Topics (Variable) This course is introduces the concepts and components of designed to give the department an opportunity Multimedia information systems. Topics include: to test a new course. Variable title. Prerequisite: Introduction to Multimedia Data, Multimedia Consent of the instructor. Date Compression, Techniques and Standards, 404 Data Mining and Knowledge Discovery (Lect Indexing and Retrieval, Data Storage 3.0) Data mining and knowledge discovery uti- Organization, Communication and lized both classical and new algorithms, such as Synchronization, Applications-Media-OnDemand machine learning and neural networks, to dis- Systems, Video Conferencing, Digital Libraries. cover previously unknown relationships in data. Prerequisite: Cmp Sc 153. Key data mining issues to be addressed include 304 Data Base Systems (Lect 3.0) Fundamental knowledge representation and knowledge acqui- concepts of data base including a history of sition (automated learning). Prerequisites: Cmp development, definition of terms, functional Sc 304 or 347, Stat 215. (Co-listed with Cmp Sc requirements of complex data structures, data 404 and Eng Mg 404) base administrator functions, privacy-confiden- 412 Digital Logic (Lect 3.0) Digital logic analysis, tiality issues, and future directions. Case studies synthesis and simulation. Design automation of are coordinated with a detailed examination of digital systems. Prerequisites: Cp Eng 111 and several commercially available systems. Cp Eng 112. Prerequisites: (Cmp Sc 238 or 274) and Cmp Sc 415 Advanced Computer Architecture I (Lect 158. 3.0) Advanced topics in computer structures, 306 Software Engineering I (Lect 3.0) parallel processors, and computer networks. Development of methodologies useful in the Emphasis on their design, applications, and per- software engineering classical life cycle. This formance. Prerequisite: Cp Eng 313 or Cp Eng includes: requirements, design, implementation, 315. and testing phases. These methodologies are 416 Advanced Computer Architecture II (Lect reinforced through utilization of a CASE tool and 3.0) Continuation of Computer Engineering 415. a group project. Prerequisite: Cmp Sc 253. Prerequisite: Cp Eng 415. 307 Software Testing and Quality Assurance 490 Special Research and Thesis (Variable) (Lect 3.0) It covers unit testing, subsystem test- Investigations of an advanced nature leading to ing, system testing, object-oriented testing, the preparation of a thesis or dissertation. testing specification, test case management, Prerequisite: Consent of the instructor required. software quality factors and criteria, software 493 Oral Examination (0.0 Hours) After completion quality requirement analysis and specification, of all other program requirements, oral exami- software process improvement, and software nations for on-campus M.S./Ph.D. students may Computer Science Courses — 127

total quality management. Prerequisite: Cmp Sc 342 Java GUI & Visualization (Lect 3.0) 253. Fundamentals of Java Swing Foundation Classes, 308 Object-Oriented Analysis and Design (Lect Java System Language Specifics, Graphical User 3.0) This course will explore principles, mecha- Interfaces, Images, Audio, Animation, nisms, and methodologies in object-oriented Networking, and Threading. Visualization of analysis and design. An object-oriented pro- Algorithms. GUI Elements include Event Driven gramming language will be used as the vehicle Programming, Interaction with Mouse and for the exploration. Prerequisite: Cmp Sc 253. KeyBoard, Window Managers, Frames, Panels, 310 Seminar (Variable) Discussion of current topics. Dialog Boxes, Borders. Prerequisite: Cmp Sc Prerequisite: Senior standing. 253 or equivalent. 317 Intellectual Property for Computer 343 Interactive Computer Graphics (Lect 3.0) Scientists (Lect 3.0) A presentation of the rela- Applications and functional capabilities of cur- tionship between the law of intellectual property rent computer graphics systems. Interactive and computer science. Topics include the appli- graphics programming including windowing, cation of copyright principles to computer pro- clipping, segmentation, mathematical modeling, grams, protection of computer programs two and three dimensional transformations, data through patents and trade secret law, and the structures, perspective views, antialiasing and effect of various agreements which are frequent- software design. Prerequisites: Cmp Sc 228 and ly encountered by the computer scientist. 253. Prerequisite: Senior or graduate standing. 345 Introduction to Robotic Systems (Lect 3.0) 319 Management of Computing Services (Lect Analysis of methods of the design and operation 3.0) A thorough survey of the management of of robotic systems. Identification of three- computing facilities and services, including dimensional objects using digitized images. Arm selection and evaluation of hardware and soft- control: coordinate transformations, feedback ware, cost analysis, scheduling, security, priva- control systems, and hardware components. cy, budgets, documentation, effective program- Applications of distributed micro-computers to ming, system planning, project management robotic control. command languages and job and data communications. Prerequisite: assignments. Prerequisites: Math 22, Physics Consent of instructor required. 24, (Cmp Sc 158 or Cmp Sc 228). 328 Object-Oriented Numerical Modeling I (Lect 347 Introduction to Artificial Intelligence 3.0) A study of object-oriented modeling of the Programming (Lect 3.0) A study of LISP, PRO- scientific domain. Techniques and methodolo- LOG and other special object oriented computer gies will be developed enabling the student to languages for developing intelligent software. In build a class library of reusable software appro- addition knowledge abstraction and representa- priate for scientific application. Applications will tion, searching, backtracking, recursion, and be drawn from mechanics, finance, and engi- pruning will be presented. A substantial project neering. Prerequisites: Cmp Sc 228 and Cmp Sc in expert systems is required. Prerequisite: Cmp 153. Sc 253. A modern introduction to AI, covering 329 Object-Oriented Numerical Modeling II important topics of current interest such as (Lect 3.0) A continued study of object-oriented search algorithms, heuristics, game trees, modeling of the scientific domain. Advanced knowledge representation, reasoning, computa- applications include models posed as balance tional intelligence, and machine learning. laws, integral equations, and stochastic simula- Students will implement course concepts cover- tions. Prerequisite: Cmp Sc 328. ing selected AI topics. Prerequisite: Cmp Sc 330 Automata Theory (Lect 3.0) Description of the 253. extended Chomsky hierarchy and the relation of 355 Analysis of Algorithms (Lect 3.0) The purpose Chomsky language classes to grammars of this course is to teach the techniques needed automata. Use of languages, grammars and to analyze algorithms. The focus of the presen- automata in the compilation of programming tation is on the practical application of these languages. Introduction to decidability. techniques to such as sorting, backtracking, and Prerequisite: Cmp Sc 158. graph algorithms. Prerequisite: Cmp Sc 253. 333 The Structure of a Compiler (Lect 3.0) Review 360 Deterministic Modeling (Lect 3.0) The course of Backus normal form language descriptors and is an in-depth introduction to the basic building basic parsing concepts. Polish and matrix nota- blocks of deterministic modeling using the digi- tion as intermediate forms, and target code rep- tal computer. Topics include linear programming resentation. Introduction to the basic building and nonlinear programming. Problem analysis blocks of a compiler: syntax scanning, expres- and algorithm development and implementation sion translation, symbol table manipulation, will be covered. Programming project required. code generation, local optimization, and storage Prerequisites: Cmp Sc 228 or Math 203 or 208. allocation. Prerequisites: Cmp Sc 236 or 274 366 Regression Analysis (Lect 3.0) Simple linear and Cmp Sc 253 (or graduate standing). regression, multiple regression, regression diag- nostics, multicollinearity, measures of influence 128 — Computer Science Courses

and leverage, model selection techniques, poly- Special emphasis will be placed on the design, nomial models, regression with autocorrelated analysis and implementation of parallel algo- errors, introduction to non-linear regression. rithms. Prerequisites: Cmp Sc 284 and Cmp Sc Prerequisites: Math 22 and one of Stat 211, 213, 355 (co-requisite). 215, 217, or 343. (Co-listed with Stat 346) 390 Undergraduate Research (Variable) Designed 376 Operations Research Techniques for for the undergraduate student who wishes to Managerial Decisions (Lect 3.0) Introduction engage in research. Does not lead to the prepa- to forecasting techniques, linear programming, ration of a thesis. Not more than six (6) credit queueing theory and computer simulation. hours allowed for graduation credit. Subject and Application of the digital computer to the solu- credit to be arranged with the faculty supervisor. tion of problems in the above areas will be 397 Software Systems Development I (Lab 3.0) emphasized along with an understanding of the Class members will work in small teams to basic theoretical concepts. Offered EEC only. develop a complete software system beginning Prerequisite: Math 215 and programming com- with end-user interviews and concluding with petency. Not open to Cmp Sc majors with end-user training. Prerequisite: 100 credit emphasis in O.R. hours completed. 378 Introduction to Neural Networks & 398 Software Systems Development II (Lab 3.0) Applications (Lect 3.0) Introduction to artificial This course is an optional continuation of Cmp Sc neural network architectures, adaline, madaline, 397. Those interested in project management back propagation, BAM, and Hopfield memory, should take this course since participants counterpropagation networks, self organizing become officers or group leaders in the class maps, adaptive resonance theory, are the topics “corporation.” This course is especially important covered. Students experiment with the use of for those going straight into industry upon grad- artificial neural networks in engineering through uation. Students with coop experience may find semester projects. Prerequisite: Math 229 or this course redundant. Prerequisite: Cmp Sc Math 204 or equivalent. (Co-listed with Eng Mg 397. 378, El Eng 368) 400 Special Problems (Variable) Problems or read- 381 The Structure of Operating Systems (Lect ings on specific subjects or projects in the 3.0) The hardware and software requirements department. Consent of instructor required. for operating systems for uniprogramming, mul- 401 Special Topics (Variable) This course is tiprogramming, multiprocessing, time sharing, designed to give the department an opportunity real time and virtual systems. The concepts of to test a new course. Variable title. supervisors, interrupt handlers, input/output 404 Data Mining & Knowledge Discovery (Lect control systems, and memory mapping are dis- 3.0) Data mining and knowledge discovery uti- cussed in detail. Prerequisite: Cmp Sc 284. lizes both classical and new algorithms, such as 384 Distributed Operating Systems (Lect 3.0) machine learning and neural networks, to dis- This is a study of modern operating systems, cover previously unknown relationships in data. particularly distributed operating systems. Key data mining issues to be addressed include Topics include a review of network systems and knowledge representation and knowledge acqui- interprocess communication, causality, distrib- sition (automated learning). Prerequisites: Cmp uted state maintenance, failure detection, Sc 304 or 347, Stat 215. (Co-listed with reconfiguration and recovery, load balancing, Engineering Management 404 and Computer distributed file systems, distributed mutual Engineering 404) exclusion, and stable property detection includ- 406 Software Engineering II (Lect 3.0) A quanti- ing deadlock detection. A group project in tative approach to measuring costs/productivity Distributed Systems programming will be in software projects. The material covered will required. Prerequisites: Cmp Sc 284 and 253. be software metrics used in the life cycle and the 385 Computer Communications and Networks student will present topical material. (Lect 3.0) Network architecture model including Prerequisite: Cmp Sc 306. physical protocols for data transmission and 408 Object-Oriented Database Systems (Lect error detection/correction, data link concepts, 3.0) This course will include a study of the ori- LAN protocols, internetworking, reliable end to gins of objectoriented database manipulation end service, security, and application services. languages, their evolution, currently available Students will implement course concepts on an systems, application to the management of actual computer network. Prerequisites: Cmp data, problem solving using the technology, and Sc 284 and Cmp Sc 158. future directions. Prerequisites: Cmp Sc 308 387 Parallel Processing: Architectures, and Database Systems. Languages and Algorithms (Lect 3.0) 410 Seminar (1.0 Hours) Discussion of current top- Introduction to parallel (concurrent) processing. ics. Topics will include parallel computer architec- 412 Web Data Management and XML (Lect 3.0) tures, programming languages which support Web data is a semi-structured data that does not parallel processing and parallel algorithms. have any predefined schema. XML, as document Computer Science Courses — 129

markup language and data modelling language, tive application areas. The mind-brain problem is emerging as a standard format for web data and the nature of intelligence. Class and indi- representation and exchange. This course deals vidual projects to illustrate basic concepts. with the management of semi-structured data, Prerequisite: Cmp Sc 347. query languages to manipulate web data, web 455 Algorithmics II (Lect 3.0) Covers selected views on XML and maintaining and securing data classical and recent developments in the design represented in XML. Course involves discussion and analysis of algorithms, such as sophisticat- on systems such as LORE, Web SQL, Web OQL, ed data structures, amortized complexity, XML-QL, ARANEOUS, WHOWEDA, XSchema, advanced graph theory, and network flow tech- XQL, RDF, etc. Prerequisite: Cmp Sc 304. niques. Prerequisite: Cmp Sc 355. 422 Numerical Differential Equations (Lect 3.0) 466 Stochastic Modeling (Lect 3.0) The course is The numerical solution of ordinary and partial in-depth introduction to the basic building blocks differential equations, boundary value problems, of stochastic modeling using the digital comput- eigenvalue problems, stability and convergence er. Topics include simulation, queueing theory, of current numerical methods solution of applied Markovian decision processes, inventory, and problems on digital computers. Prerequisite: forecasting. Problem analysis, algorithm devel- Cmp Sc 328 or Cmp Sc 329. opment and implementation will be covered. 428 Parallel Numerical Linear Algebra (Lect 3.0) Programming project required. Prerequisites: A survey of the state-of-the-art computational Cmp Sc 360, Stat 215. methods of linear algebra and their parallel 485 Distributed Systems Theory and Analysis implementations; theory of matrices in numeri- (Lect 3.0) Analysis of the problems of state cal analysis, direct and iterative methods of solv- maintenance and correctness in concurrent sys- ing systems of linear equations, eigenvalue tems using formal methods such as Hoare Logic problems, gradient methods, parallel algorithms. and Temporal Logic applied to agreement prob- Prerequisite: Cmp Sc 328 or Cmp Sc 329. lems, serializability theory, and consistency for 433 Theory of Compiling (Lect 3.0) Properties of database systems, file systems, and responsive formal grammars and languages, language-pre- computing systems. Prerequisites: Cmp Sc 385 serving transformations, syntax-directed pars- or Cmp Sc 387 and Cmp Sc 158. ing, classes of parsing methods and the gram- 487 New Trends in Massively Parallel mars for which they are suited, control flow Computing (Lect 3.0) The study of exploiting analysis, and the theoretical framework of local the potential parallelism of massively parallel and global program optimization methods. computers, state-of-the-art multiprocessor Prerequisite: Cmp Sc 333. architectures and languages. Topics from current 435 Theory of Computation (Lect 3.0) Turing research include design and analysis of efficient machines and other machines. Godel numbering parallel algorithms, task partitioning and load and unsolvability results. Machines with restrict- balancing, topological embeddings, and recon- ed memory access and limited computing time. figurable mesh algorithms. Prerequisite: Cmp Recursive functions, computable functionals and Sc 387. the classification of unsolvable problems. 490 Research (Variable) Investigations of an Prerequisite: Cmp Sc 330. advanced nature leading to the preparation of a 443 Computer Graphics and Realistic Modeling thesis or dissertation. Consent of instructor (Lect 3.0) Algorithms, data structures, software required. design and strategies used to achieve realism in 493 Oral Examination (0.0 Hours) After completion computer graphics of three-dimensional objects. of all other program requirements, oral exami- Application of color, shading, texturing, nations for on-campus M.S./Ph.D. students may antialiasing, solid modeling, hidden surface be processed during intersession. Off-campus removal and image processing techniques. M.S. students must be enrolled in oral examina- Prerequisite: Cmp Sc 343. tion and must have paid an oral examination fee 445 Robotic Sensors and Controls (Lect 3.0) at the time of the defense/comprehensive exam- State-of-the-art topics in robotics control and ination (oral/ written). All other students must sensory systems. Robotic sensors: position and enroll for credit commensurate with uses made proximity sensors, touch, force and torque sen- of facilities and/or faculties. In no case shall this sors, and robotic vision implementations. be for less than three (3) semester hours for Computer control: robotic software tools and resident students. techniques and embedded microprocessors. 495 Continuous Registration (Lect 1.0) Doctoral Prerequisite: Cmp Sc 345. candidates who have completed all requirements 447 Advanced Topics in Artificial Intelligence for the degree except the dissertation, and are (Lect 3.0) Objectives of work in artificial intelli- away from the campus must continue to enroll gence simulation of cognitive behavior and self- for at least one hour of credit each registration organizing systems. Heuristic programming period until the degree is completed. Failure to techniques including the use of list processing do so may invalidate the candidacy. Billing will languages. Survey of examples from representa- be automatic as will registration upon payment. 130 — Electrical Engineering Courses

ELECTRICAL ENGINEERING applications to communication and sensing. Topics include dielectric waveguide theory, opti- 300 Special Problems (Variable) Problems or read- cal fiber characteristics, integrated optic circuits, ings on specific subjects or projects in the coupled-mode theory, optical communication department. Consent of instructor required. systems, and photonic sensors. Prerequisite: El 301 Special Topics (Variable) This course is Eng 271 or Physics 321. (Co-listed with Physics designed to give the department an opportunity 326) to test a new course. Variable title. 329 Smart Materials and Sensors (Lect 2.0 and 303 Electrical Distribution System Design and Lab 1.0) Smart structures with fiber reinforced Protection (Lect 3.0) Analysis of unbalanced polymer (FRP) composites and advanced sen- faults in distribution systems. Computer meth- sors. Multidisciplinary topics include characteri- ods are used for modeling and calculations, pro- zation, performance, and fabrication of compos- tection devices and their applications, new tech- ite structures; fiber optic, resistance, and piezo- nologies such as load management and distribu- electric systems for strain sensing; and applica- tion automation are developed and demonstrat- tions of smart composite structures. Laboratory ed. Prerequisite: El Eng 207. and team activities involve manufacturing, 304 Electric Power Quality (Lect 3.0) Definitions measurement systems, instrumented structures, and standards of power quality, kinds of power and performance tests on a large-scale smart quality problems; sources of sags and transient composite bridge. Prerequisites: Senior stand- overvoltages; distribution principles of control- ing and Math 204. (Co-listed with Ae Eng, E ling harmonics, devices for filtering harmonics, Mech, Mc Eng 329 and Cv Eng 318) time and frequency domain methods of analysis; 331 Digital Control (Lect 3.0) Analysis and design power quality monitoring; power quality of digital control systems. Review of ztrans- improvement methods. Prerequisite: El Eng 153 forms; root locus and frequency response meth- - Circuits II. ods; state space analysis and design techniques; 305 Electric Drive Systems (Lect 3.0) Course con- controllability, observability and estimation. tent is roughly 1/3 power electronics, 1/3 Examination of digital control algorithms. applied control and 1/3 electric machinery and Prerequisites: El Eng 231, 267. focuses on analysis, simulation, and control 332 Plantwide Process Control (Lect 3.0) design of electric drive based speed, torque, and Synthesis of control schemes for continuous and position control systems. Prerequisites: El Eng batch chemical plants from concept to imple- 205 and El Eng 231. mentation. Mulitloop control, RGA, SVD, con- 307 Power Systems Engineering (Lect 3.0) straint control, multivariable model predictive Network analysis applied to power systems; the control, control sequence descriptions. Design load flow concept; economic operation of power project involving a moderately complicated mul- systems; synchronous machine reactances and tivariable control problem. Prerequisite: Ch Eng transient stability; symmetrical components and 251 or graduate standing. (Co-listed with Ch asymmetrical faults; protective relaying. Eng 359) Prerequisite: El Eng 207. 333 System Simulation and Identification (Lect 323 Classical Optics (Lect 3.0) Physical optics and 3.0) Computationally efficient methods of digital advanced topics in geometrical optics. Topics simulation of linear systems. Non-parametric include ray propagation, electromagnetic propa- identification. Parametric identification with least gation, mirrors, lenses, interference, diffraction, squares and recursive least squares algorithms. polarization, imaging systems, and guided Algorithms programmed using MATLAB. waves. Prerequisites: Math 22 and Physics 24 or Prerequisites: El Eng 231, 267. 25. (Co-listed with Physics 323) 335 Advanced PLC (Lect 2.0 and Lab 1.0) Advanced 324 Fourier Optics (Lect 3.0) Applications of programmable logic controller (PLC) program- Fourier analysis and linear systems theory to ming, function block, structured text, function optics. Topics include scalar diffraction theory, chart, sequencer. Factory communications, sys- Fourier transforming properties of lenses, optical tem simulation, human-machine interface (HMI) information processing, and imaging systems. programming. Advanced PID control. Network Prerequisites: El Eng 265 & 271 or Physics 208 security and reliability. Class-wide project. & 321. (Co-listed with Physics 324) Prerequisite: El Eng 235. 325 Optical Computing (Lect 0.3) Introduction to 337 Neural Networks for Control (Lect 3.0) the principles, subsystems, and architectures of Introduction to artificial neural networks and optical computing. Topics include characteristics various supervised and unsupervised learning of optical devices; optical implementations of techniques. Detailed analysis of some of the memory, logic elements, and processors; and neural networks that are used in control and computational structures. Prerequisites: Cp Eng identification of dynamical systems. Applications 111 & El Eng 271 or equivalent. of neural networks in the area of Control. Case 326 Fiber and Integrated Optics (Lect 3.0) studies and a term project. Prerequisite: El Eng Introduction to optical waveguides and their 231. Electrical Engineering Courses — 131

338 Fuzzy Logic Control (Lect 3.0) A mathematical 357 Communication Circuits (Lect 3.0) Analysis introduction to the analysis, synthesis, and and design of circuits used in communication design of control systems using fuzzy sets and systems. Topics include RF semiconductor fuzzy logic. A study of the fundamentals of fuzzy devices, low-noise amplifiers, mixers, modula- sets, operations on these sets, and their geo- tors, crystal oscillators, AGC circuits, highpower metrical interpretations. Methodologies to RF amplifiers, phase-locked loops, impedence design fuzzy models and feedback controllers for matching, and frequency-selective networks and dynamical systems. Various applications and transformers. Prerequisites: El Eng 254, pre- case studies. Prerequisite: El Eng 231. ceded or accompanied by El Eng 243. 341 Digital Signal Processing (Lect 3.0) Spectral 361 Computer-Aided Network Design (Lect 3.0) representations, sampling, quantization, z- Analysis and design of active and passive elec- transforms, digital filters and discrete transforms tric networks. Theory and computer application, including the Fast Fourier transform. including methods for automatic formulation of Prerequisite: El Eng 267. network state equations, network tolerance, 343 Communications Systems II (Lect 3.0) network optimization, and device modeling. Random signals and their characterization; noise Prerequisites: El Eng 253, 267. performance of amplitude, angle and pulse mod- 363 Introduction to Circuit Synthesis (Lect 3.0) ulation systems; digital data transmission; use Fundamentals of linear circuit theory. Matrix for- of coding for error control. Prerequisite: El Eng mulation, and topological methods as applied to 243. circuit analysis. Properties of network functions 344 Stochastic Signal Analysis I (Lect 3.0) and introductory network synthesis. Introduction to the application of probabilistic Prerequisite: El Eng 267. models to typical electrical engineering prob- 368 Introduction to Neural Networks & lems. Topics include: methods for describing Applications (Lect 3.0) Introduction to artificial random voltages, random digital signals, corre- neural network architectures, adaline, madaline, lation, linear mean-square estimation, linear back propagation, BAM, and Hopfield memory, transformation of random digital signals, and counterpropagation networks, self organizing bit-error rate calculation for communication sys- maps, adaptive resonance theory, are the topics tems. Prerequisites: Math 204 and El Eng 153. covered. Students experiment with the use of 345 Digital Image Processing (Lect 3.0) artificial neural networks in engineering through Fundamentals of human perception, sampling semester projects. Prerequisite: Math 229 or and quantization, image transforms, enhance- Math 204 or equivalent. (Co-listed with Eng Mg ment, restoration, channel and source coding. 378, Cmp Sc 378) Prerequisite: El Eng 267. (Co-listed with Cp Eng 371 Grounding and Shielding (Lect 3.0) 345) Fundamental principles involved in typical 347 Machine Vision (Lect 3.0) Image formation, grounding and shielding problems, objectives image filtering, template matching, histogram and techniques for grounding and shielding to transformations, edge detection, boundary reduce misconceptions and a more systematic detection, region growing and pattern recogni- approach to replace “trial and error” methods, tion. Complementary laboratory exercises are interference mechanisms and shielding tech- required. Prerequisites: Cp Eng 111 and pre- niques. Prerequisites: El Eng 265 and 271. ceded or accompanied by El Eng 267. 373 Antennas and Propagation (Lect 3.0) 351 Advanced Electronic Circuits (Lect 3.0) Propagated fields of elemental dipole, directivity Linear and nonlinear integrated circuits, feed- and gain, radiation resistance, the half-wave back amplifiers, oscillators, power amplifiers, dipole, wire antennas, arrays, broadband anten- power supplies. Prerequisite: El Eng 254. nas, aperture antennas, horn antennas, and 353 Power Electronics (Lect 3.0) Power semicon- antenna temperature. Prerequisite: El Eng 271. ductor devices in switching mode converter and 377 Microwave and Millimeter Wave control circuits, phase-controlled rectifiers, syn- Engineering and Design (Lect 3.0) Introduce chronous inverters, AC regulators, cyclo-conver- senior and graduate students to the concept of tors; self commutated inverters; and frequency microwave an millimeter wave engineering and changers; thermal analysis and protection. component design such as waveguide, couplers, Applications to industry and HVDC. detectors, mixers, etc., including network theory Prerequisite: El Eng 253. and scattering matrix. Finally, their application in 355 High-Frequency Amplifiers (Lect 3.0) various microwave circuits will be discussed. Analysis and design of high frequency amplifiers. Prerequisites: El Eng 253, 271. Topics include parameter conversions, activity 379 Microwave Principles for Mixed-Signal and passivity, stability criteria, device operating Design (Lect 3.0) Transmission lines; coupled conditions, Smith chart usage, matching net- transmission lines; microwave network analysis; works, microstrip, scattering parameters, and impedance matching and tuning; design of practical applications. Prerequisites: El Eng 254, microwave amplifiers and oscillators. 271. Prerequisite: El Eng 271. 132 — Electrical Engineering Courses

382 Teaching Engineering (Lect 3.0) Introduction 405 Power System Protection (Lect 3.0) to teaching objectives and techniques. Topics Protective relaying incorporating electromechan- include: using course objectives to design a ical, solid state and modern computer relaying course; communication using traditional and methods for high voltage transmission systems. cutting-edge media; textbook selection; assess- Pilot wire, power line carrier apparatus, bus pro- ment of student learning; grading; student tection, circuit breaker interruption characteris- learning styles; cooperative/active learning; and tics, out of step relaying, reclosing, synchroniz- student discipline. Prerequisite: Graduate ing, load and frequency relaying. Prerequisite: standing. (Co-listed with Eng Mg 370, Env En El Eng 303 and 307. 382, Cp Eng 382, Cv Eng 382) 406 Power System Stability (Lect 3.0) 390 Undergraduate Research (Variable) Designed Synchronous machine theory and modelling; AC for the undergraduate student who wishes to transmission; power system loads; excitation engage in research. Not for graduate credit. Not systems; control of active and reactive power; more than six (6) credit hours allowed for grad- small signal stability; transient stability; voltage uation credit. Subject and credit to be arranged stability; mid-term and long-term stability; sub- with the instructor. synchronous oscillations; stability improvement. 391 Electrical Engineering Senior Project I (Lect Prerequisite: El Eng 207 or similar course. 0.5 and Lab 0.5) A complete design cycle. 407 Surge Phenomena in Power Systems (Lect Working in small teams, students will design, 3.0) Study of transmission system insulation, document, analyze, implement and test a prod- distributed constant lines, terminations, multiple uct. Topics include: Iteration in design, prototyp- reflections, lighting performance, characteristics ing, group dynamics, design reviews, making of sustained and switching overvoltages, surge effective presentations, concurrent design, voltages due to system faults, energizing and designing for test, ethics and standards, testing reclosing of circuit breakers. Methods of reduc- and evaluation. Prerequisites: Stat 217, Cp Eng ing overvoltages to acceptable levels. 111, Econom 121 or 122, Sp&M 85, English 160, Prerequisite: El Eng 307. at least 3 of the following: El Eng 205, El Eng 408 Computer Methods in Power System 207, El Eng 265, El Eng 267, El Eng 271, El Eng Analysis (Lect 3.0) Algorithms of power-net- 254. work matrices, three-phase networks, short-cir- 392 Electrical Engineering Senior Project II (Lab cuit, load-flow and transient stability studies by 3.0) A continuation of El Eng 391. Prerequisite: computer methods. Prerequisite: El Eng 207 or El Eng 391. similar course. 400 Special Problems (Variable) Problems or read- 420 Semiconductor Devices (Lect 3.0) Properties ings on specific subjects or projects in the of semiconductors, junctions and transistors; department. Consent of instructor required. high frequency and high-current effects; recom- 401 Special Topics (Variable) This course is bination processes; field-effect devices, semi- designed to give the department an opportunity conductor devices and microcircuits. to test a new course. Variable title. Prerequisite: Graduate status in El Eng. 402 Advanced Theory of Electric Machines (Lect 421 Solid State Electronics (Lect 3.0) Advanced 3.0) Energy conversion, reference frame theory, topics in semiconductor, dielectric, magnetic, transient and dynamic modeling of ac machines, and optical processes and devices. simulation of ac machines, parameter identifica- Semiconductor electronics, materials and tion, model-order reduction, advanced topics devices; dielectric and magnetic processes with depending on semester taught. Prerequisite: El applications to devices; optical phenomena with Eng 205. application to devices. Prerequisite: Graduate 403 Power System Reliability (Lect 3.0) Reliability status in El Eng. definition and measures. Probability concepts 423 Optical and Quantum Electronics (Lect 3.0) and Markov chains. Failure models and availabil- Photoelectronic materials, effects and devices. ity models. Generator system reliability. Loss of Luminescence of solids; injection-type lasers; load probability method. Evaluation of transmis- incoherent light emitting semiconductor diodes; sion network reliability. Analysis of the electric photovoltaic, dember and related effects; photo- power system reliability. Prerequisite: Stat 343 conductivity; use of impurities to sensitize pho- or El Eng 343. toconductors. Prerequisite: Graduate status in 404 Economic Operation of Power Systems (Lect El Eng. 3.0) Optimum economic loading of thermal 425 Electromagnetic Optics (Lect 3.0) plants determined by the method of Lagrange Propagation, control, and modulation of laser multipliers, derivation of the system loss matrix radiation. Topics include optical polarization, and its transformation to the most useful basis, interference, layered and anisotropic media, practical evaluation of the matrix elements, electro-optic devices, acousto-optic devices, and extension of optimum loading criteria to include nonlinear optics. Prerequisite: El Eng 271 or system losses, effect of hydro plants on system Physics 321. economics. Prerequisite: El Eng 307. Electrical Engineering Courses — 133

431 Linear Control Systems (Lect 3.0) Review of continuous information sources. Prerequisites: linear algebra, state variable formulations, solu- El Eng 343 or El Eng 443 or Stat 343. tions of state equations; controllability and 448 Advanced Topics in Communications (Lect observability; multivariable systems, matrix- 3.0) Advanced topics of current interest in com- fraction decompositions; design of state and munications and signal processing such as output feedback controllers and observers; spread spectrum, digital processing of communi- introduction to calculus of variations; linear cations, speech, and radar signals, applications quadratic regulators. Prerequisite: El Eng 231. of pattern recognition, communications net- 432 Optimal Control and Estimation (Lect 3.0) works, specialized coding topics. Repeatable for Review of linear quadratic regulators (LQR), LQR additional credit toward degree each time a dif- extensions; constrained optimization ferent subtitle offered. Prerequisite: El Eng 343 (Pontragin’s minimum principle); review of prob- or 443. ability theory and random processes; optimal 459 Linear Active Network Theory (Lect 3.0) prediction and filters; frequency domain proper- Linear network theory as applied to networks ties of LQR and Kalman filters; linear quadratic containing active electronic devices. Special Gaussian (LQG) control; model uncertainties, attention given to network structure, reciprocity, frequency shaping, LQG/LTR design methodolo- stability, feedback, and oscillators. Prerequisite: gy. Prerequisite: El Eng 431. El Eng 363. 433 Current Topics in Control Theory (Lect 3.0) 463 Passive Network Synthesis (Lect 3.0) Topics of current interest in control theory liter- Advanced topics in passive network synthesis. ature. Offered as interest and demand warrant. One-port, two-port and n-port network synthe- Prerequisite: El Eng 435. sis. Prerequisite: El Eng 363. 434 Nonlinear Control Systems (Lect 3.0) 464 Active Network Synthesis (Lect 3.0) Active Numerical solution methods, describing function network elements, synthesis of one-port, two- analysis, direct and indirect methods of Liapunov port and n-port networks containing active net- stability, applications to the Lure problem - work elements. Prerequisite: El Eng 363. Popov circle criterion. Applications to system 467 Distributed Network Theory (Lect 3.0) design and feedback linearizations. Analysis of uniform and tapered distributed net- Prerequisite: El Eng 431. works. Synthesis and design of networks con- 438 Robust Control Systems (Lect 3.0) taining distributed network elements. Stability Performance and robustness of multivariable and integrated circuit application. Prerequisite: systems, linear fractional transformations, El Eng 363. LQG/LTR advanced loop shaping, Youla parame- 471 Advanced Electromagnetics I (Lect 3.0) terization, H (subscript infinity) optimal control, Review of Maxwell’s equations, constitutive rela- mixed H (subscript 2) and H (subscript infinity) tions, and boundary conditions. Wave propaga- control, controller synthesis for multiple objec- tion and polarization. Vector magnetic and elec- tive optimal control, linear matrix inequalities tric potentials. Equivalent representations of theory and case studies. Prerequisite: El Eng fields, Babinet’s principle. Circular waveguides. 435. Green’s functions. Prerequisite: El Eng 271 or 441 Digital Signal Processing II (Lect 3.0) equivalent undergraduate electromagnetics Continuation of El Eng 341. Effects of discrete course. noise sources in digital signal processing; dis- 473 Electromagnetic Waves II (Lect 3.0) Circular crete spectral analysis of random signals; dis- waveguides, circular cavities, scattering by crete time signal detection, estimation, and fil- cylinders, apertures in cylinders, spherical cavi- tering algorithms. Prerequisites: El Eng 341 and ties, orthogonality relationships, source of 343 or 443 or Stat 343. spherical waves, scattering by spheres, pertur- 445 Statistical Decision Theory (Lect 3.0) bational and variational techniques, microwave Classical detection and estimation theory with networks, probes in cavities, and aperture cou- applications; hypothesis testing, detection of pling to cavities. Prerequisite: El Eng 471. known signals, matched filter receiver imple- 474 Computational Electromagnetics (Lect 3.0) mentation, detection of signals with unknown Differential-equation based numerical methods- parameters, sequential and nonparametric finite element, finite-difference, and finite-differ- detection, detection of stochastic signals: ence time-domain-for solving static and dynam- Parameter estimation theory with application to ic equations of electromagnetics. Applications modulation. Prerequisite: El Eng 443. considered are multi-conductor transmission 447 Information Theory and Coding (Lect 3.0) lines, Maxwell’s equations for radiation and scat- Principles of information generation, transmis- tering, and electric machinery. Prerequisite: El sion and processing; quantitative measure of Eng 271. information, entropy source encoding; channels; 475 High-Speed Digital Design (Lect 3.0) mutual information; channel capacity; Techniques for designing and building high- Shannon’s second theorem for discrete chan- speed digital circuits on printed circuit boards or nels; introduction to coding for error controls; multi-chip modules. Component and package 134 — Engineering Management Courses

selection, power bus design, decoupling, para- environments. Prerequisite: Psych 50. (Co-list- sitic elements, grounding, shielding, and high- ed with Psych 311) speed measurement techniques. Prerequisite: 313 Managerial Decision Making (Lect 3.0) El Eng 271. Individual and group decision making processes 490 Special Research and Thesis (Variable) and principles for engineers and technical man- Investigations of an advanced nature leading to agers with emphasis on the limitations of human the preparation of a thesis or dissertation. rationality and the roles of social influence and Consent of instructor required. organizational contexts; principles and skills of 491 Internship (Variable) Students working toward negotiation. Prerequisite: Senior or graduate a doctor of engineering degree will select, with standing. the advice of their committees, appropriate 314 Management for Engineers (Lect 3.0) The problems for preparation of a dissertation. The transition of the engineer to manager; planning problem selected and internship plan must con- and organizing technical activities; selecting and form to the purpose of providing a high level managing projects; team building and motiva- engineering experience consistent with the tion; techniques of control and communication; intent of the doctor of engineering degree. time management. Prerequisite: Senior or grad- 493 Oral Examination (0.0 Hours) After completion uate standing; students who have taken Eng Mg of all other program requirements, oral exami- 211 cannot enroll in this course. nations for on-campus M.S./Ph.D. students may 320 Technical Entrepreneurship (Lect 3.0) be processed during intersession. Off-campus Student teams develop a complete business plan M.S. students must be enrolled in oral examina- for a company to develop, manufacture and dis- tion and must have paid an oral examination fee tribute real technical/product service. Lectures & at the time of the defense/comprehensive exam- business fundamentals, patents, market/ techni- ination (oral/ written). All other students must cal forecasting, legal and tax aspects, venture enroll for credit commensurate with uses made capital, etc., by instructor and successful techni- of facilities and/or faculties. In no case shall this cal entrepreneurs. Prerequisite: Senior or grad- be for less than three (3) semester hours for uate standing. resident students. 324 Fundamentals of Manufacturing (Lect 2.0 495 Continuous Registration (Lect 1.0) Doctoral and Lab 1.0) This course provides a comprehen- candidates who have completed all requirements sive treatment of topics of concern to the for the degree except the dissertation, and are Manufacturing Engineer. The effect of manufac- away from the campus must continue to enroll turing processes on product design and cost is for at least one hour of credit each registration discussed, and an introduction to inspection and period until the degree is completed. Failure to quality control is presented. Prerequisite: Eng do so may invalidate the candidacy. Billing will Mg 282. be automatic as will registration upon payment. 327 Legal Environment (Lect 3.0) Study of the effect of the legal environment on the decisions ENGINEERING MANAGEMENT which the engineering manager must make. The course investigates the social forces that pro- 300 Special Problems (Variable) Problems or read- duced this environment and the responsibilities ings on specific subjects or projects in the incumbent upon the engineer. department. Consent of instructor required. 332 Engineering Cost Accounting (Lect 3.0) 301 Special Topics (Variable) This course is Analysis and design of job, process and standard designed to give the department an opportunity cost accounting methods in manufacturing envi- to test a new course. Variable title. ronment, interrelationship of cost accounting 308 Economic Decision Analysis (Lect 3.0) methods, and justification of automation in a Comprehensive treatment of engineering econo- technological setting. Prerequisite: Senior or my including effects of taxation and inflation; graduate standing. sensitivity analysis; decisions with risk and 333 Management Information Systems (Lect uncertainty; decision trees and expected value, 3.0) Study of the operational and managerial normally includes solutions on personal comput- information needs of an organization. Emphasis er and student problem report. Prerequisite: is on the information needed throughout an Graduate students without previous course in organization and on information systems to engineering economy because of partial overlap. meet those needs. Prerequisite: Senior or grad- 311 Human Factors (Lect 3.0) An examination of uate standing. human-machine systems and the characteristics 334 Computer Integrated Manufacturing of people that affect system performance. Topics Systems (Lect 2.0 and Lab 1.0) Study of the include applied research methods, systems design and use of computer-based integrated analysis, and the perceptual, cognitive, physical manufacturing management systems in the allo- and social strengths and limitations of human cation and control of plant, equipment, man- beings. The focus is on user-centered design power, and materials. Prerequisite: Eng Mg 282. technology, particularly in manufacturing Engineering Management Courses — 135

344 Interdisciplinary Problems in mation systems; international project manage- Manufacturing Automation (Lect 1.0 and Lab ment. Prerequisite: Eng Mg 211. 2.0) Introduction to basic techniques and skills 364 Value Analysis (Lect 3.0) An organized effort for concurrent engineering, manufacturing at analyzing the function of goods or services for strategies, product design, process planning, the purpose of achieving the basic functions at manufacturing data management and communi- the lowest overall cost, consistent with achieving cation are the topics covered. Students experi- the essential characteristics. Covers the basic ment the design process through team projects philosophy, function analysis, FAST diagram- and structured manufacturing laboratory work. ming, creativity techniques, evaluation of alter- Prerequisite: Eng Mg 334. (Co-listed with Mc natives, criteria analysis, and value stream map- Eng 344, Ch Eng 384) ping. Prerequisite: Senior or graduate standing. 351 Industrial Marketing Systems Analysis (Lect 366 Business Logistics Systems Analysis (Lect 3.0) An analysis of the factors of engineered 3.0) An analysis of logistics function as a total products, customers, communication, promo- system including inventory, transportation, order tion, personal selling, persuasion and manage- processing, warehousing, material handling, ment within a dynamic industrial sales environ- location of facilities, customer service, and pack- ment. aging with trade-off and interaction. 352 Activity Based Accounting and Financial Prerequisite: Stat 213 or 215. Decision Making (Lect 3.0) This course reviews 368 System Engineering and Analysis I (Lect the fundamentals of activity based accounting 3.0) The concepts of Systems Engineering are and financial decision making. covered. The objective is to provide the basic 354 Integrated Product and Process Design knowledge and tools of transforming an opera- (Lect 3.0) Emphasize design policies of concur- tional need into a defined system configuration rent engineering and teamwork, and document- through the iterative process of analysis, system ing of design process knowledge. Integration of integration, synthesis, optimization and design. various product realization activities covering Prerequisite: Graduate or senior standing. important aspects of a product life cycle such as 370 Teaching Engineering (Lect 3.0) Introduction “customer” needs analysis, concept generation, to teaching objectives and techniques. Topics concept selection, product modeling, process include: using course objectives to design a development, DFX strategies, and end-ofproduct course; communication using traditional and life options. Prerequisite: Eng Mg 282 or Mc Eng cutting-edge media; textbook selection; assess- 253. (Co-listed with Mc Eng 357) ment of student learning; grading; student 356 Industrial System Simulation (Lect 3.0) learning styles; cooperative/active learning; and Simulation modeling of manufacturing and serv- student discipline. Prerequisite: Graduate ice operations through the use of computer soft- standing. (Co-listed with Env En 382, Cp Eng ware for operational analysis and decision mak- 382, El Eng 382, Cv Eng 382) ing. Prerequisite: Stat 213 or 215. 372 Production Planning and Scheduling (Lect 357 Advanced Facilities Planning & Design (Lect 3.0) Introduction to basic techniques of schedul- 1.0 and Lab 2.0) Development of an integrated ing, manufacturing planning and control, just-in- approach to the planning and design of facilities; time systems, capacity management, master examination of advanced techniques and tools production scheduling, single machine process- for facility location, space allocation, facility lay- ing, constructive Algorithms for flow-shops, out materials handling system design, work scheduling heuristics, intelligent scheduling sys- place design; e.g. mathematical programming, tems are the topics covered. Prerequisite: Eng simulation modeling, CAD systems, ergonomics. Mg 282. Prerequisite: Eng Mg 257 or instructor’s permis- 374 Engineering Design Optimization (Lect 3.0) sion. This course is an introduction to the theory and 358 Integrated Product Development (Lect 1.0 practice of optimal design as an element of the and Lab 2.0) Students in design teams will sim- engineering design process. The use of opti- ulate the industrial concurrent engineering mization as a tool in the various stages of prod- development process. Areas covered will be uct realization and management of engineering design, manufacturing, assembly, process quali- and manufacturing activities is stressed. The ty, cost, supply chain management, and product course stresses the application of nonlinear pro- support. Students will produce a final engineer- gramming methods. Prerequisite: Math 204 or ing product at the end of the project. 229. Prerequisite: Eng Mg 354 or Mc Eng 357. (Co- 375 Total Quality Management (Lect 3.0) listed with Mc Eng 358) Examination of various quality assurance con- 361 Project Management (Lect 3.0) Organization cepts and their integration into a comprehensive structure and staffing; motivation, authority and quality management system: statistical tech- influence; conflict management; project plan- niques, FMEA’s, design reviews, reliability, ven- ning; network systems; pricing, estimating, and dor qualification, quality audits, customer rela- cost control; proposal preparation; project infor- tions, information systems, organizational 136 — Engineering Management Courses

relationships, motivation. Prerequisite: Senior available to solve problems. Prerequisite: Stat or graduate standing. 213 or 215. 376 Introduction to Quality Engineering (Lect 383 Packaging Management (Lect 3.0) Provides a 3.0) This course is an introduction to the theory comprehensive background in the field of pack- and practice of quality engineering with particu- aging and its place in productive systems. lar emphasis on the work of Genichi Taguchi. The Emphasizes the design or economics of the sys- application of the quality loss function, signal to tem. Analyzes the management of the packag- noise ratio and orthogonal arrays is considered ing function and interrelationship with other in-depth for generic technology development; functions of an enterprise. system, product and tolerance design; and man- 385 Statistical Process Control (Lect 3.0) The the- ufacturing process design. The emphasis of the oretical basis of statistical process control proce- course is off-line quality control. Other contribu- dures is studied. Quantitative aspects of SPC tions in the field are also considered. implementation are introduced in context along Prerequisite: Eng Mg 375. with a review of Deming’s principles of quality 377 Introduction to Intelligent Systems (Lect improvement and a brief introduction to sam- 3.0) Introduction to the design of intelligent sys- pling inspection Prerequisite: Stat 213 or 215. tems. Topics include: definitions of intelligence, 386 Safety Engineering Management (Lect 3.0) rule-based expert systems, uncertainty manage- This course is an introduction to the principles of ment, fuzzy logic, fuzzy expert systems, artificial safety engineering applied to industrial situa- neural networks, genetic algorithms and evolu- tions. Job safety analysis, reduction of accident tionary computation, hybrid systems, and data rates, protective equipment, safety rules and mining. Prerequisite: Graduate or senior stand- regulations, environmental hazards, health haz- ing. ards, and ergonomic hazards are covered. 378 Introduction to Neural Networks & Prerequisite: Senior or graduate standing. Applications (Lect 3.0) Introduction to artificial 387 Experimentation in Engineering neural network architectures, adaline, madaline, Management (Lect 3.0) The techniques for back propagation, BAM, and Hopfield memory, planning and analyzing industrial experiments counterpropagation networks, self organizing are introduced with emphasis on their applica- maps, adaptive resonance theory, are the topics tion to the design, development, and production covered. Students experiment with the use of of quality goods and services. Prerequisite: Stat artificial neural networks in engineering through 213 or Stat 215. semester projects. Prerequisite: Math 204 or 390 Undergraduate Research (Variable) Designed 229. (Co-listed with Cmp Sc 378, El Eng 368) for the undergraduate student who wishes to 379 Packaging Machinery (Lect 3.0) Examination engage in research. Not for graduate credit. Not and evaluation of packaging machinery as a sub- more than six (6) credit hours allowed for grad- set of the packaging system and its relation to uation credit. Subject and credit to be arranged the total production and marketing system. with the instructor. Consent of instructor Determination of criteria for selection, design required. and implementation of packaging machinery and 400 Special Problems (Variable) Problems or read- systems into the production facility. ings on specific subjects or projects in the Prerequisite: Sr standing in engineering. department. Consent of instructor required. 380 Work Design (Lect 3.0) Addresses the design 401 Special Topics (Variable) This course is of workstations and tasks. Topics include micro- designed to give the department an opportunity motion, operational analysis, manual material to test a new course. Variable title. handling, workstations organization, macroer- 404 Data Mining and Knowledge Discovery (Lect gonomics, anthropometrics, biomechanics, 3.0) Data mining and knowledge discovery uti- cumulative trauma disorders, handtool design, lizes both classical and new algorithms, such as controls/displays design, work sampling, stop- machine learning and neural networks, to dis- watch time studies, predetermined time stan- cover previously unknown relationships in data. dard systems, and time allowances. Key data issues to be addressed include knowl- Prerequisite: Senior or graduate standing. edge representation and knowledge acquisition 381 Management and Methods in Reliability (automated learning). Prerequisites: Cmp Sc (Lect 3.0) Study of basic concepts in reliability 304 or 347, Stat 215. (Co-listed with Cmp Sc as they apply to the efficient operation of indus- 404 and Cp Eng 404) trial systems. Prerequisite: Stat 213 or 215 or 408 Advanced Engineering Economy (Lect 3.0) 343. The analyses of capital expenditures, multiout- 382 Methods of Industrial Engineering (Lect 2.0 come considerations: risk and uncertainty, and and Lab 1.0) Topics to be covered will include cost of risk. The study of utility theory, dispersed the types of problems frequently encountered by service lives, expansion and economic package industrial engineers, their impact on the man- concepts, implementation, control, and followup agement of an industrial concern, and an expo- of capital expenditures, mathematical program- sure to the industrial engineering techniques ming, uncertainty, game theory, model building Engineering Management Courses — 137

and simulation, queueing evaluations for capital tion manager in the technological enterprise for planning. Prerequisite: Eng Mg 209 or 308. providing finished goods to meet the quality, 410 Seminar (Variable) Discussion of current topics. price, quantity and specification needs of the 420 Technological Innovation Management market place. Study of functions of production (Lect 3.0) Technological innovation is new tech- manager. Quantitative approach to decision nology creating new products and services. This making in production management. course studies the issues of managing techno- Prerequisites: Senior or graduate standing and logical innovation under four topics: 1) advanced mathematical modelling competence. Innovation; 2) New Ventures; 3) Corporate 456 Advanced Personnel Management (Lect 3.0) Research & 4) R&D Infrastructure. Prerequisite: Current practices of procurement and mainte- Eng Mg 314. nance of technical personnel in research, devel- 433 Advanced Management Information opment, and design organizations. Adaptation System (Lect 3.0) Advanced topics in manage- of such personnel to the technological enter- ment information systems such as information prise, current practices in personnel administra- resource management, group decision support tion, labor management relationships. systems, knowledge based systems, and com- Prerequisite: Eng Mg 314. munication systems. Prerequisite: Eng Mg 333. 462 Inventory Strategies (Lect 3.0) Topics to be 434 Advanced Manufacturing Systems covered will include the nature of inventory sys- Integration (Lect 2.0 and Lab 1.0) The integra- tems and the types of management problems tion of new technology and information process- encountered in the operation of such systems. ing concepts for controlling the manufacturing Deterministic models with (and without) typical systems. Advanced topics in computer integrat- industrial constraints will be examined along ed manufacturing systems, industrial robots, with periodic review models with stochastic CNC machine tools, programmable controllers, demands. Prerequisite: Stat 215 or Stat 343. material handling systems, manufacturing plan- 465 Mathematical Programming (Lect 3.0) ning and control. Prerequisite: Eng Mg 334. Techniques for modeling decision-making prob- 438 Industrial Queueing Theory (Lect 3.0) lems using appropriate mathematical models of Mathematical methods for modeling and analysis linear, integer, combinatorial, or nonlinear pro- of queueing systems using probability theory. gramming. Modeling techniques will be illustrat- Topics include: counting processes, discrete- ed with examples. A comprehensive treatment time processes, single and multiple server of applicable algorithms to solve wide varieties queues and Markovian queueing processes. of mathematical programming models will be Prerequisites: Eng Mg 382, Stat 213 or equiva- provided. Prerequisites: Stat 213 or equivalent lent. (Co-listed with Stat 438) and (Eng Mg 382 or Math 203 or Math 208) (Co- 441 Case Studies in General Management (Lect listed with: Math 465) 3.0) A quantitative study of engineering man- 468 Systems Engineering Analysis II (Lect 3.0) agement problems related to the functioning of Advanced concepts of Systems Engineering is the industrial enterprise through case studies. covered. The objective is to provide the Prerequisite: Preceded or accompanied by an advanced knowledge and tools of transforming Eng Mg 400 level course. an operational need into a defined system con- 451 Advanced Marketing Management (Lect 3.0) figuration through the iterative process of analy- Study of marketing decision areas in the techni- sis, system integration, synthesis, optimization cally based firm, including product selection and and design. These tools and concepts are rein- development, marketing research, market forced with projects and case studies. development, distribution, advertising, and pro- Prerequisite: Graduate standing. motion. Pricing policies including legal aspects 469 Systems Architecturing (Lect 3.0) The objec- and problems in selecting, training and control- tive of the course is to provide the basic tools ling field sales force. Examination of interaction and concepts of systems architecting for com- within consumer and industrial marketing envi- plex systems design and operations. The follow- ronments. Prerequisites: Eng Mg 314, Econ ing topics are covered; The need for the archi- 122. tect and architecting teams, The process of 452 Advanced Financial Management (Lect 3.0) architecting, Architecting methods, Design of Principles of financial organization and manage- architects, The Architect’s Role during System ment in the technological enterprise; demands life Cycle. Prerequisite: Graduate standing. for funds; internal and external supply of funds; 472 Lean Manufacturing Systems (Lect 3.0) Lean budgetary control; reserve and dividends policy. manufacturing is a total enterprise philosophy Emphasizes systems approach and problems of built on increasing the synergy between humans engineering design and automation as they and technological systems. Use of various con- influence financial decisions. Prerequisite: Eng cepts such as flow, just-in-time, lead times, Mg 322. inventory turns, standardized work, pull system, 454 Advanced Production Management (Lect value streams, quick changeover, workplace 3.0) Examination of responsibilities of produc- organization, and visual controls are covered to 138 — Engineering Mechanics Courses

improve system performance. Prerequisites: 490 Research (Variable) Investigations of an Graduate standing, and Eng Mg 372 or equiva- advanced nature leading to the preparation of a lent. thesis or dissertation. Consent of instructor 475 Quality Engineering (Lect 3.0) This course is required. an examination of the theory and practice of 493 Oral Examination (0.0 Hours) After completion quality engineering with particular emphasis on of all other program requirements, oral exami- the work of Genichi Taguchi. The application of nations for on-campus M.S./Ph.D. students may the quality loss function, signal to noise ratio and be processed during intersession. Off-campus orthogonal arrays is considered indepth for M.S. students must be enrolled in oral examina- generic technology development; system, prod- tion and must have paid an oral examination fee uct and tolerance design; and manufacturing at the time of the defense/comprehensive exam- process design. The emphasis of the course is ination (oral/ written). All other students must off-line quality control. Prerequisites: Eng Mg enroll for credit commensurate with uses made 375 and Math 229 or equivalent. of facilities and/or faculties. In no case shall this 476 Advanced Engineering Management be for less than three (3) semester hours for Science (Lect 3.0) Solving of managerial prob- resident students. lems utilizing management science techniques. 495 Continuous Registration (Lect 1.0) Doctoral Problems are analyzed, modeled and solved candidates who have completed all requirements using such techniques as linear, goal, dynamic, for the degree except the dissertation, and are programming, simulation, statistical analysis or away from the campus must continue to enroll other non-linear methods. Solutions will involve for at least one hour of credit each registration the use of personal or mainframe computers. A period until the degree is completed. Failure to study of the current literature in management do so may invalidate the candidacy. Billing will science will also be conducted. Prerequisite: Eng be automatic as will registration upon payment. Mg 382 or graduate standing. 478 Advanced Neural Networks (Lect 3.0) ENGINEERING MECHANICS Intelligent system architectures, advanced neu- ral networks paradigms; ARTMAP, CMAC, fuzzy 300 Special Problems (Variable) Problems or read- logic, associative memory, hierarchical net- ings on specific subjects or projects in the works, radial basis functions, adaptive heuristic department. Consent of instructor required. critic for solving product design, process plan- 301 Special Topics (Variable) This course is ning and control, scheduling, feature identifica- designed to give the department an opportunity tion and assembly problems in building to test a new course. Variable title. autonomous manufacturing systems. 303 Industrial Applications of Composite Prerequisite: Eng Mg 378 or equivalent neural Materials Technology (Lect 1.0) Composite network course. materials-industrial applications. Fibers and 479 Smart Engineering System Design (Lect 3.0) matrices. Fabrication and NDI. Lamination theo- The course covers the emerging technologies for ry overview. Composite joints. Postbuckling. the design of Smart Engineering Systems, Fatigue and environmental effects. Testing and namely; evolutionary programming, fuzzy logic, certification of composite structures. A majority wavelets, chaos and fractals are introduced. of the presentations will be made by engineers Integration of these techniques for designing in the industry. Prerequisite: Bas En 110. (Co- Smart Engineering Systems are stressed listed with Mc Eng 383) through a design project. Prerequisite: Eng Mg 305 Applications of Numerical Methods to 378 or equivalent neural network course. Mechanics Problems (Lect 3.0) Numerical 485 Advanced Topics in Quality Assurance (Lect solutions of statics, vibrations and stability prob- 3.0) Selected topics such as cost analysis, orga- lems. Direct stiffness formulations are developed nizational structure, Ishikawa diagrams, Pareto and user oriented computer codes are used to analysis, Taguchi methods and other statistical solve practical structures problems. Computer procedures will be examined with regard to their graphics techniques are utilized to prepare data underlying theoretical basis and problems in and display results. Prerequisites: Bas En 110, application Prerequisite: Eng Mg 375 or 385 or Bas En 150 or E Mech 160. (Co-listed with Mc 387. Eng 314) 489 Advanced Research Methodology in 307 Finite Element Approximation I - An Engineering Management (Lect 3.0) An Introduction (Lect 3.0) Variational statement advanced study of research methodology tech- of a problem, Galerkin approximation, finite ele- niques and theories in conducting research ment basis functions and calculations, element activities. The research problems, hypotheses, assemble, solution of equations, boundary con- literature search, data requirements and analy- ditions, interpretation of the approximate solu- ses, interpretation and presentation of results tion, development of a finite element program, are examined. Prerequisite: Graduate standing. two-dimensional problems. Prerequisite: Math 204. (Co-listed with Mc Eng 312, Ae Eng 352) Engineering Mechanics Courses — 139

310 Seminar (Variable) Discussion of current topics. strain energy release rates; correlation of mod- Prerequisite: Senior standing. els with experiment; determination of plane 311 Introduction to Continuum Mechanics (Lect stress and plane strain parameters; application 3.0) Introductory cartesian tensor analysis to aid to design. Prerequisite: Bas En 110. (Co-listed in the development of the theory of a continu- with Ae Eng 336, Mc Eng 336) um. Kinematics of deformation, stress tensor, 337 Fatigue Analysis (Lect 3.0) The mechanism of equations of motion, equations of mass and fatigue, fatigue strength of metals, fracture energy balance. Examples from specific material mechanics, influence of stress conditions on theories in solid and fluid mechanics. fatigue strength, stress concentrations, surface Prerequisites: Bas En 110, Math 204. (Co-listed treatment effects, corrosion fatigue and fretting with Mc Eng 311) corrosion, fatigue of joints, components and 321 Intermediate Mechanics of Materials (Lect structures, design to prevent fatigue. 3.0) Continuation of first course in mechanics of Prerequisite: Bas En 110. (Co-listed with Mc Eng materials. Topics to include: theories of failure, 338, Ae Eng 344) torsion of noncircular sections, shear flow, shear 341 Experimental Stress Analysis I (Lect 2.0 and center, unsymmetrical bending, bending of Lab 1.0) Acquaints the student with some tech- curved members and pressurization of thick niques of experimental stress analysis. Principal walled cylinders. Prerequisites: Bas En 110, stresses, strain to stress conversion, mechanical Math 204. and optical strain gages, electrical resistance 322 Introduction to Solid Mechanics (Lect 3.0) strain gages, transducers, and brittle coatings. Review of basic concepts in continuum mechan- Prerequisite: Bas En 110. (Co-listed with Mc Eng ics. Finite elasticity: some universal solutions for 341, Ae Eng 341) isotropic materials; application of special 342 Experimental Stress Analysis II (Lect 2.0 mechanical models. Linear elasticity: compatibil- and Lab 1.0) Acquaints the student with some ity, stress functions, superposition, special techniques of experimental stress analysis. examples such as extension, torsion, bending Topics include principal stresses, strain to stress and plane problems. Elements of plasticity. conversion, transmission and reflection photo- Prerequisite: E Mech 311. (Co-listed with Ae elastic methods, Moire fringe methods and Eng 322, Mc Eng 322) analogies. Prerequisites: Bas En 110 and E 324 Engineering Plasticity I (Lect 3.0) The stress- Mech 321. (Co-listed with Mc Eng 342, Ae Eng strain relations of materials loaded beyond the 342) elastic range. Yield criteria. Applications to ten- 354 Variational Formulations of Mechanics sion, bending, and torsion and their interaction, Problems (Lect 3.0) Introduction and study of and to problems with spherical or cylindrical variational problems in classical dynamics and symmetry. Prerequisite: Bas En 110. solid mechanics emphasizing the concepts of vir- 329 Smart Materials and Sensors (Lect 2.0 and tual work, minimum potential energy, and com- Lab 1.0) Smart structures with fiber reinforced plementary energy. Variational inequalities. polymer (FRP) composites and advanced sen- Prerequisites: Bas En 110, 150 or E Mech 160, sors. Multi-disciplinary topics include characteri- Math 204. (Co-listed with Mc Eng 354) zation, performance, and fabrication of compos- 361 Vibrations I (Lect 3.0) Equations of motion, ite structures; fiber optic, resistance, and piezo- free and forced vibration or single degree of electric systems for strain sensing; and applica- freedom systems and multidegree of freedom tions of smart composite structures. Laboratory systems. Natural frequencies, resonance, and team activities involve manufacturing, modes of vibration and energy dissipation are measurement systems, instrumented structures, studies. The vibration of continuous systems is and performance tests on a large-scale smart introduced. Prerequisites: Mc Eng 211 and Mc composite bridge. Prerequisites: Senior stand- Eng 213, or Ae Eng 213 and Math 204. (Co-list- ing and Math 204. (Co-listed with Mc Eng, Ae ed with Mc Eng 307, Ae Eng 307) Eng, El Eng 329 and Cv Eng 318) 362 Experimental Vibration Analysis (Lect 2.0 334 Stability of Engineering Structures (Lect and Lab 1.0) Methods for measuring and analyz- 3.0) Solution of stability problems with applica- ing motion and strain response of dynamically tions to columns, plates and shell structures. excited structures. Includes frequency-response Torsional and lateral buckling of columns. testing of elementary beam, torsion bar, plate Buckling under high temperatures. Effect of and shell structures. Experiments on the effec- imperfections introduced by a technological tiveness of isolators and dynamic absorbers. process on stability. Design issues related to sta- Prerequisite: E Mech 361 or Ae Eng 307 or Mc bility requirements. Prerequisites: Bas En 110, Eng 307. (Co-listed with Mc Eng 362, Ae Eng 150, or E Mech 160, Math 204. (Co-listed with 362) Ae Eng 334 and Mc Eng 334) 373 Advanced Dynamics (Lect 3.0) Review of kine- 336 Fracture Mechanics (Lect 3.0) Linear elastic matics of particles and rigid bodies. and plastic mathematical models for stresses Development of equations of motion using ener- around cracks; concepts of stress intensity; gy principles and Euler’s equations. Stability of 140 — Engineering Mechanics Courses

motions. Special topics. Prerequisites: Bas En microcontinuum concepts. Prerequisite: E Mech 150 or E Mech 160, Math 204. 311. 375 Structural Modal Analysis: Theory and 422 Theory of Elasticity (Lect 3.0) Formulation and Application (Lect 2.0 and Lab 1.0) A modeling study of standard boundary-value problems in technique for the dynamic behavior of struc- linear elastostatics: uniqueness theorems, tures. Topics include structural dynamics theo- Saint-Venant’s principle and complex-variable ry, digital signal processing and instrumentation, techniques of solution. Prerequisites: E Mech modal parameter extraction, vibration simula- 322, Math 309, 351. tion and design modification. Hands-on experi- 427 Viscoelasticity (Lect 3.0) Constitutive equa- ence with an integrated analysis of the experi- tions for viscoelastic materials. Transform tech- mental modal testing and the analytical finite niques. Thermal effects. Applications to special element method. Prerequisite: Bas En 110 and problems. Prerequisites: E Mech 311, Math 309, 150 or E Mech 160, Math 203 and 204. Math 351 or 357. 381 Introduction to Composite Materials & 431 Theory of Plates (Lect 3.0) General coverage Structures (Lect 3.0) Introduction to fiber-rein- of various approaches to plate problems and the forced composite materials and structures with application of these methods to practical prob- emphasis on analysis and design. Composite lems. Special topics include applications to elas- micromechanics, lamination theory and failure tic foundations, buckling and energy methods in criteria. Design procedures for structures made plate theory. Prerequisite: Math 325. (Co-listed of composite materials. An overview of fabrica- with Mc Eng 430) tion and experimental characterization. 432 Theory of Shells (Lect 3.0) General theory of Prerequisite: Bas En 110. (Co-listed with Mc Eng stress analysis of shells based on topics in dif- 382 and Ae Eng 311) ferential geometry and general elasticity theory. 390 Undergraduate Research (Variable) Designed Theory is applicable to studies of the elastic for the undergraduate student who wishes to behavior of flat plates and shells, buckling and engage in research. Not for graduate credit. Not post-buckling behavior of shells, and provides a more than six (6) credit hours allowed for grad- basis for all shell theories which account for uation credit. Subject and credit to be arranged anisotropy, plasticity, creep, thermal strains, with the instructor. Consent of instructor internal reinforcements, and transverse shearing required. deformations. Prerequisite: Math 325. (Co-list- 400 Special Problems (Variable) Problems or read- ed with Mc Eng 432) ings on specific subjects or projects in the 435 Theory of Stability II (Lect 3.0) Buckling of department. Consent of instructor required. plates and shells, dynamic stability of elastic 401 Special Topics (Variable) This course is systems, nonconservative systems. designed to give the department an opportunity Prerequisite: E Mech 334 or Mc Eng 334 or Ae to test a new course. Variable title. Eng 334. (Co-listed with Mc Eng 424) 406 Boundary Methods in Mechanics (Lect 3.0) 436 Advanced Fracture Mechanics (Lect 3.0) Discussion of weighted residual methods and Mathematical theories of equilibrium cracks and development of boundary integral and boundary brittle fracture; mathematical analysis of elastic- element concepts with applications to problems plastic fracture mechanics, COD, R-curve and J- in potential theory, elasticity, plate theory and integral analysis. Prerequisite: Ae Eng 336 or E plasticity with emphasis on solution of steady Mech 336 or Mc Eng 336. (Co-listed with Mc Eng state and transient problems in potential theory 436) and elasticity. Prerequisite: E Mech 307. 462 Theory of Vibrations II (Lect 3.0) Topics 408 Finite Element Approximation II - Second include: continuous systems, Fourier transform Course (Lect 3.0) Continuation of Finite solutions, eigenvalue problems, random vibra- Element Approximation I-An Introduction; ele- tions, nonlinear vibrations, and impact in contin- ment selection and interpolation estimates, uous systems. Prerequisite: E Mech 361 or Mc Lagrange, Hermite, and Isoparametric elements; Eng 307 or Ae Eng 307. mixed, hybrid, penalty and boundary elements; 463 Theory of Random Vibrations (Lect 3.0) eigenvalue and time-dependent problems; Statistical properties of random vibration three-dimensional and nonlinear problems. processes including autocorrelation and covari- Prerequisite: E Mech 307 or Mc Eng 312 or Ae ance, spectral density of random excitation and Eng 352. (Colisted with Mc Eng 408, Ae Eng response. Gaussian, narrow band and wideband 408) processes. Response of multidegree of freedom 410 Seminar (Variable) Discussion of current topics. systems to stationary random excitation. (Co-listed with Ae Eng 410 and Mc Eng 410) Prerequisite: E Mech 361 or Mc Eng and Ae Eng 412 Continuum Mechanics (Lect 3.0) Tensorial 307. preliminaries, finite deformation and strain; gen- 481 Wave Propagation in Continuous Media I eral kinematics; stress; thermodynamic con- (Lect 3.0) Linear wave equations. Wave motion cepts; constitutive equations, elastic, fluid, plas- in unbounded and bounded media. Effects of tic, and viscoelastic bodies. Introduction to Environmental Engineering Courses — 141

anisotropy. Elements of nonlinear one-dimen- ENVIRONMENTAL ENGINEERING sional wave propagation. Experimental tech- niques. Special topics. Prerequisite: E Mech 300 Special Problems (Variable) Problems or read- 311. ings on specific subjects or projects in the 482 Wave Propagation in Continuous Media II department. (Lect 3.0) Hyperbolic systems of equations, 301 Special Topics (Variable) This course is method of characteristics. Application of these designed to give the department an opportunity techniques to mechanics; compressible fluids, to test a new course. Variable title. elasticity, acceleration and shock waves. 360 Environmental Law and Regulations (Lect Nonlinear dispersive waves. Experimental tech- 3.0) This course provides comprehensive cover- niques. Prerequisite: E Mech 481. age of environmental laws and regulations deal- 483 Mechanics of Composite Materials (Lect 3.0) ing with air, water, wastewater, and other media. Effective moduli of spherical, cylindrical and The primary focus is permitting, reporting, and lamellar systems. Stress transfer in short fiber compliance protocols. The course topics include composites. Hygrothermomechanical constitu- U.S. and international legal systems and judicial tive relations. Interlaminar stress, strength and processes, liability, enforcement, Clean Air Act, fracture of composite systems. Prerequisites: E Clean Water Act (NPDES) permitting), Safe Mech 381 or Mc Eng 382 or Ae Eng 311. (Co- Drinking Water Act, OSGA, TSCA, RCRA, and listed with Mc Eng 485 and Ae Eng 485) CERCLA. Case studies will be emphasized. (Co- 484 Analysis of Laminated Composite listed with Cv Eng 360) Structures (Lect 3.0) An overview of isotropic 361 Remediation of Contaminated Groundwater beams, plates and shells. Bending vibration, and and Soil (Lect 2.0 and Lab 1.0) Course covers buckling of composite beams and plates: exact current in-situ and ex-situ remediation technolo- and approximate solutions. Development of gies. Current literature and case studies are uti- composite shell theory. Some simplified laminat- lized to provide the focus for class discussions ed shell solutions. Analysis of composite struc- and projects. Prerequisites: Cv Eng 265, Ge Eng tures including transverse shear deformation 337 or Graduate Standing. (Co-listed with Cv effects. Prerequisite: E Mech 381 or Mc Eng 382 Eng 361) or Ae Eng 311. (Co-listed with Mc Eng 484 and 362 Public Health Engineering (Lect 3.0) A com- Ae Eng 484) prehensive course dealing with the environmen- 487 Finite Element Approximation III - tal aspects of public health. Prerequisites: Cv Nonlinear Problems (Lect 3.0) Formulation of Eng 261 with grade of “C” or better. (Co-listed nonlinear problems, iterative methods, solution with Cv Eng 362) of nonlinear problems, cover topics of interest to 363 Solid Waste Management (Lect 3.0) A sys- the class. Prerequisite: E Mech 408 or Mc Eng tematic study of the sources, amounts and char- 408 or Ae Eng 408. (Co-listed with Mc Eng 487 acteristics of solid wastes and methods used for and Ae Eng 487) their collection, reclamation, and ultimate dis- 490 Research (Variable) Investigations of an posal. Prerequisites: Cv Eng 261 with grade of advanced nature leading to the preparation of a “C” or better; or graduate standing. (Co-listed thesis or dissertation. Consent of instructor with Cv Eng 363) required. 364 Environmental Systems Modeling (Lect 3.0) 493 Oral Examination (0.0 Hours) After completion Introductory course in modeling environmental of all other program requirements, oral exami- systems. Course will focus on contaminant fate nations for on-campus M.S./Ph.D. students may and transport in the environment. Models will be be processed during intersession. Off-campus developed that will include physical, chemical M.S. students must be enrolled in oral examina- and biological reactions and processes that tion and must have paid an oral examination fee impact this fate. Prerequisites: Env En/Cv Eng at the time of the defense/comprehensive exam- 261, Env En/Cv Eng 262 and Env En/ Cv Eng ination (oral/ written). All other students must 263; or Graduate standing. (Co-listed with Cv enroll for credit commensurate with uses made Eng 364) of facilities and/or faculties. In no case shall this 367 Introduction to Air Pollution (Lect 3.0) be for less than three (3) semester hours for Introduction to the field of air pollution dealing resident students. with sources, effects, federal legislation, trans- 495 Continuous Registration (Lect 1.0) Doctoral port and dispersion and principles of engineering candidates who have completed all requirements control. Prerequisite: Cv Eng 230 or equivalent; for the degree except the dissertation and are or graduate standing. (Co-listed with Cv Eng away from the campus must continue to enroll 367) for at least one hour of credit each registration 368 Air Pollution Control Methods (Lect 3.0) period until the degree is completed. Failure to Study of the design principles and application of do so may invalidate the candidacy. Billing will the state-ofthe-art control techniques to be automatic as will registration upon payment. gaseous and particulate emissions from fossil fuel combustion, industrial and transportation 142 — Geological Engineering Courses

sources. Prerequisite: Cv Eng 230 or equiva- 463 Biological Operations in Environmental lent; or graduate standing. (Co-listed with Cv Engineering Systems (Lect 3.0) Course covers Eng 368) biological operations and design in water, waste- 369 Sanitary Engineering Design (Lect 2.0 and water and aqueous hazardous waste treatment Lab 1.0) Functional design of water and waste systems including modeling of biological treat- water treatment facilities. Prerequisites: Cv Eng ment processes; and design of activated sludge 265 with grade of “C” or better. (Co-listed with systems, trickling filters, rotating biological con- Cv Eng 369) tractors, lagoons, nitrification and denitrification, 380 Water Resources and Wastewater and digestion process. Prerequisite: Cv Eng 230 Engineering (Lect 3.0) Application of engineer- or equivalent. (Co-listed with Cv Eng 463) ing principles to the planning and design of mul- 464 Industrial and Hazardous Waste Treatment tipurpose projects involving water resources (Lect 2.0 and Lab 1.0) Course covers fundamen- development and wastewater collection/treat- tals of industrial and hazardous wastewater ment/disposal systems. Latest concepts in engi- treatment systems and characterization includ- neering analysis are applied to evaluation of ing physical, chemical and biological processes alternative solutions. Prerequisites: Cv Eng 233, and laboratory pilot plant investigations. (Co- 235, 265. (Co-listed with Cv Eng 380) listed with Cv Eng 464) 382 Teaching Engineering (Lect 3.0) Introduction 465 Environmental Engineering Analysis to teaching objectives and techniques. Topics Laboratory (Lect 1.0 and Lab 2.0) include: using course objectives to design a Environmental Engineering analytical principles course; communication using traditional and and techniques applied to the quantitative cutting-edge media; textbook selection; assess- measurement of water, wastewater and natural ment of student learning; grading; student characteristics, and application of advanced learning styles; cooperative/active learning; and instrumentation methods in Environmental student discipline. Prerequisite: Graduate Engineering. Prerequisite: Cv Eng 261 or equiv- standing. (Co-listed with Eng Mg 370, Cp Eng alent, with a grade of “c” or better. (Co-listed 382, El Eng 382, Cv Eng 382) with Cv Eng 465) 400 Special Problems (Variable) Problems or read- 467 Environmental Chemistry (Lect 3.0) This ings on specific subjects or projects in the course covers the fundamental and applied department. Consent of the instructor required. aspects of environmental chemistry including 401 Special Topics (Variable) This course is inorganic, organic, and analytical chemical prin- designed to give the department an opportunity ciples. The course emphasizes the aquatic envi- to test a new course. Variable title. ronmental and covers gas laws and solubility, 410 Seminar (0.0 Hours) Discussion of current top- chemical modeling, equilibria, acid-base and ics. complexation relationships, oxidation and photo- 460 Chemical Principles in Environmental chemical reactions. Prerequisite: Graduate Engineering (Lect 3.0) The course develops standing in engineering or science curricula. fundamental chemical and physical principles (Co-listed with Cv Eng 467) underlying environmental engineering systems 490 Research (Variable) Investigations of an including drinking water, groundwater, and advanced nature leading to the preparation of a wastewater treatment; and natural environmen- thesis or dissertation. Prerequisite: Consent of tal processes. Topics include adsorption, com- instructor. plex formation, acid-base equilibria, solubility, 493 Oral Examination (0.0 Hours) After completion mass transfer and diffusion, electrochemistry, of all other program requirements, oral exami- and chemical kinetics. Prerequisite: Graduate nations for on-campus M.S./Ph.D. students may Standing. (Co-listed with Cv Eng 460) be processed during intersession. Off-campus 461 Biological Principles in Environmental M.S. students must be enrolled in oral examina- Engineering Systems (Lect 2.0 and Lab 1.0) tion and must have paid an oral examination fee Course covers the fundamental biological and at the time of the defense/comprehensive exam- biochemical principles involved in natural and ination (oral/ written). All other students must engineered biological systems. (Co-listed with enroll for credit commensurate with uses made Cv Eng 461) of facilities and/or faculties. In no case shall this 462 Physicochemical Operations in be for less than three (3) semester hours for Environmental Engineering Systems (Lect resident students. 3.0) Course covers physicochemical operations and design in water, wastewater and aqueous GEOLOGICAL ENGINEERING hazardous waste treatment systems including coagulation, precipitation, sedimentation, filtra- 300 Special Problems (Variable) Problems or read- tion, gas transfer, chemical oxidation and disin- ings on specific subjects or projects in the fection, adsorption ion exchange. Prerequisite: department. Consent of instructor required. Cv Eng 230 or equivalent. (Co-listed with Cv Eng 462) Geological Engineering Courses — 143

301 Special Topics (Variable) This course is well development and testing, and pumps. A designed to give the department an opportunity design project will be completed. Prerequisite: to test a new course. Variable title. Ge Eng 331. 310 Seminar (Lect 0.5) Discussion of current topics. 341 Engineering Geology and Geotechnics (Lect Prerequisite: Senior standing. 3.0) Study of procedures and techniques used to 315 Statistical Methods in Environmental evaluate geologic factors for site selection and Geology and Engineering (Lect 3.0) Study of the design of engineered structures. statistical methods applicable to geologic inves- Prerequisite: Ge Eng 275. tigations in environmental protection studies. 342 Military Geology (Lect 3.0) This course will Topics include design of test programs to meet familiarize geologists, geophysicists, civil and regulatory guidelines, statistical procedures for geological engineers with the fundamental prin- analysis of test data and applicable statistical ciples of physical geology, geohydrology and techniques for comparing test conclusions with geomorphology as applied to military problems, regulatory criteria. such as development of fortitications, core infra- 331 Subsurface Hydrology (Lect 2.0 and Lab 1.0) structure, water resources and combat engi- Introduction to the theory and engineering con- neering requirements. Prerequisite: Ge Eng 275 cepts of the movement of subsurface fluids. or graduate standing. Properties of water and other subsurface fluids. 343 Subsurface Exploration (Lect 2.0 and Lab 1.0) Hydraulic characteristics of earth materials. Lectures and field and laboratory exercises in Engineering problems related to subsurface flu- the use of geologic and geophysical techniques ids. Prerequisite: Ge Eng 50. for evaluation of subsurface geology and 333 Risk Assessment in Environmental Studies resources. Prerequisite: Cv Eng 215 or Pe Eng (Lect 3.0) This course will present the concepts 131. required to assess the human health and envi- 344 Remote Sensing Technology (Lect 2.0 and ronmental risks resulting from contaminants in Lab 1.0) Principles of digital image processing soil and groundwater. Course topics include eval- including image enhancement and multispectral uation of data sets, exposure calculation, chem- classification. Emphasis upon design and imple- ical fate and transport, and development of con- mentation of remote sensing systems and analy- ceptual site models. sis of remotely sensed data for geotechnical and 335 Environmental Geological Engineering (Lect environmental investigations. Prerequisite: Ge 3.0) Introduction to engineering geologic map- Eng 248. ping for site selection for solid waste disposal 346 Applications of Geographic Information facilities; landfill site selection, design, permit- Systems (Lect 2.0 and Lab 1.0) Applications of ting, construction, operation, and geographic information systems and remote closeout/reclamation. Prerequisites: Ge Eng sensing to environmental monitoring, mineral 275, accompanied or preceded by Cv Eng 215. resource exploration and geotechnical site eval- 337 Geological Aspects of Hazardous Waste uation. Prerequisite: Ge Eng 275 or consent of Management (Lect 3.0) Nature and classifica- instructor. tion of hazardous wastes; federal and state reg- 349 Computer Applications in Geological ulation for treatment and disposal; geological Engineering (Lect 3.0) Advanced topics in com- characterization of facility sites; design of puter applications including: statistical analysis, impoundments, storage and containment facili- geostatistical modeling, groundwater and con- ties; ground water monitoring and protection; taminant transport simulation, computer con- site permitting and licensing planning. touring algorithms, and digital image process- Prerequisite: Ge Eng 275. ing. Emphasis is on understanding the mathe- 339 Groundwater Remediation (Lect 3.0) A sur- matical algorithms and computer implementa- vey of conventional and innovative techniques tion as well as the practical application to site for remediation of contaminated groundwater. investigation, decision making, and modeling Topics include groundwater cleanup standards, projects. Prerequisite: Ge Eng 249. physico-chemical properties of groundwater and 350 Geological Engineering Design (Lect 2.0 and contaminants, fate and transport of contami- Lab 1.0) Geological engineering design is an nants in the subsurface, hydrogeologic site char- open-ended project course requiring the collec- acterization, and selection process of a remedial tion of data, analysis and synthesis of that data technology. Various computer programs devel- and design of a socially acceptable, economical oped to assist in preliminary selection and solution to the selected problem. Oral and writ- design of remediation technologies will be used. ten reports are required. Prerequisite: To be Prerequisite: Ge Eng 331. taken in the semester before graduation. 340 Field Operations in Ground Water 351 Geological Engineering Case Histories (Lect Hydrology (Lect 3.0) A survey of ground water 3.0) This course presents significant concepts in field operations. Topics include ground water geological engineering practices by using exam- exploration, well drilling methods, drilling fluids, ples from practical experience to illustrate the well screens, water and monitoring well design, objectives. The examples will be drawn from 144 — Geological Engineering Courses

classic case histories as well as the professional 381 Intermediate Subsurface Hydrology and experience of the instructor. Contaminant Transport Mechs (Lect 3.0) A 353 Regional Geological Engineering Problems study of the physical/chemical properties of in North America (Lect 3.0) A physiographic rocks and sediments in the subsurface environ- approach to engineering materials and prob- ment. Emphasis is put on waterrock properties lems. Course emphasizes the distribution and such as permeability, capillarity, and mechanical engineering characteristics of soil and rock to dispersion. Both microscopic and macroscopic construction and site problems and includes approaches are used. Prerequisites: Cv Eng 230 aggregates, foundations, excavations, surface & Ge Eng 331. and ground water, slope stability and arctic con- 390 Undergraduate Research (Variable) Designed ditions. for the undergraduate student who wishes to 371 Rock Engineering (Lect 3.0) Data require- engage in research. Not for graduate credit. Not ments for design; engineering properties of more than six (6) credit hours allowed for grad- rock; characterization of fractures and rock uation credit. Subject and credit to be arranged masses; stereonet analysis of discontinuities; with the instructor. graphic analysis of failure; ground stress distri- 400 Special Problems (Variable) Problems or read- bution; tunnel construction methods; ground ings on specific subjects or projects in the support principles; selection of tunneling equip- department. Consent of instructor required. ment; and specifications for underground con- 401 Special Topics (Variable) This course is struction. Prerequisite: Ge Eng 275. designed to give the department an opportunity 372 Soil Science in Engineering Practice (Lect to test a new course. Variable title. 3.0) A study of the ways in which soils and geo- 410 Seminar (Lect 1.0) Discussion of current topics. logic conditions influence engineered projects. Prerequisite: Graduate student. Soil formation, soil chemistry and properties to 415 Advanced Geostatistics (Lect 3.0) Data esti- include composition, organic component, ion mation is an important aspect of minerals engi- exchange and water relationships as well as ero- neering. This advanced graduate level course sion control and revegetation will be covered. studies the application of Geostatistics for data Prerequisite: Ge Eng 275. estimation. Such estimation results in unique 373 Geologic Field Methods (Lab 3.0) Field prac- spatial analyses. Students are encouraged to tice in geologic mapping and interpretaton in the find spatial analyses of particular interest to Western United States using topographic base each individual. Prerequisite: Ge Eng 315 or maps and aerial photos. Emphasizes the descrip- equivalent in probability and statistics course tion and interpretation of stratigraphic sections, 200 level or higher. sedimentary and tectonic structures. 431 Advanced Subsurface Hydrology (Lect 3.0) Prerequisite: Two courses in either Geology or Advanced treatment of selected topics in sub- Geological Engineering. surface hydrology, including groundwater con- 374 Engineering Geologic Field Methods (Lab tamination, contaminant transport, land dispos- 3.0) Instruction in methods of field investigation al of wastes, aquifer test analysis, injection well required for engineering geological studies. technology, etc. Applied hydrogeologic site Course will include procedures for interpretative analysis and flow and transport modeling mapping of surficial geologic conditions, site through solution of selected case examples. characterization, and evaluation of geologic haz- Prerequisite: Ge Eng 331 or equivalent. ards. Written reports are required. Prerequisite: 432 Numerical Methods in Subsurface Flow (Lect Geo 373. 3.0) Development of governing balance equa- 375 Aggregates and Quarrying (Lect 3.0) tions, constitutive laws and mathematical mod- Properties and uses of aggregates. Finding els of groundwater flow and contaminant trans- aggregate deposits and methods of extraction. port in porous media. Solution of mathematical Aggregate processing. Aggregate testing. models by finite difference and finite element Economics and politics of aggregates. Special methods for various boundary and initial condi- topics in aggregates and quarrying. tions. Prerequisites: Ge Eng 331, Cmp Sc 73. Prerequisites: Ge Eng 50, Ge Eng 275. 435 Advanced Concepts of Environmental 376 Environmental Aspects of Mining (Lect 3.0) Geological Engineering (Lect 3.0) Application Permitting: the legal environment of reclamation of the principles of geology to the solution of and environmental impact assessment; post- engineering problems in environmental protec- mining land-use selection and mine planning for tion and remediation. Topics will include the optimum reclamation of all mines: metal, non- study of geologic processes and the evaluation metal, and coal; unit operations of reclamation; of geologic materials as they affect the potential drainage, backfill, soil replacement, revegeta- for groundwater contamination, susceptibility of tion, maintenance, etc. Prerequisites: Ge Eng soils to erosion, characterization of the geologic 50; Mi Eng 324 and 326 or prereq./coreq. Cv environment for site suitability and the analysis Eng 215. (Co-listed with Mi Eng 376) of the criteria necessary for the selection of technologies for minimizing environmental Geology Courses — 145

impact. Prerequisite: Graduate level course in be for less than three (3) semester hours for environmental geologic studies. resident students. 437 Advanced Geological & Geotechnical Design 495 Continuous Registration (Lect 1.0) Doctoral for Hazardous Waste Mgt (Lect 3.0) candidates who have completed all requirements Geological and geotechnical design factors for for the degree except the dissertation, and are hazardous waste management facilities and away from the campus must continue to enroll remedial actions (cleanup) of uncontrolled haz- for at least one hour of credit each registration ardous waste sites. Prerequisite: Ge Eng 337 or period until the degree is completed. Failure to consent of instructor. do so may invalidate the candidacy. Billing will 438 Remedial Engineering for Uncontrolled be automatic as will registration upon payment. Hazardous Waste Sites (Lect 3.0) Discussion of remediation technologies for uncontrolled GEOLOGY hazardous waste sites applicable to various con- ditions of site geology, hydrology, and waste 300 Special Problems (Variable) Problems or read- characteristics. Discussion will emphasize case ings on specific subjects or projects in the histories of previous remediation actions and the department. Consent of instructor required. design of alternate remediation technologies for 301 Special Topics (Variable) This course is an uncontrolled hazardous waste site. designed to give the department an opportunity Prerequisite: Ge Eng 338. to test a new course. Variable title. 441 Engineering Geology and Geotechnics II 305 Hydrogeology (Lect 3.0) This course discusses (Lect 3.0) Advanced level lecture topics in the geologic aspects of major surface and subsur- analysis of geologic factors for the solution of face hydrologic systems of North America. engineering problems. Specific emphasis is Chemical and physical relationships between placed on state-of-the-art concepts and proce- groundwater and fractures, faults, karst, subsur- dures of investigation for geologic studies. face pressures, mineral deposits plus both con- Prerequisite: Ge Eng 341. taminant and hydrocarbon migration are dis- 446 Advanced Remote Sensing and Image cussed. Prerequisites: Ge Eng 50 or Geo 51, Processing (Lect 2.0 and Lab 1.0) Quantitative Geo 223 recommended. methods of utilizing remote sensing technology 312 Ore Microscopy (Lect 1.0 and Lab 2.0) A study for terrain analysis. Digital image processing of of polished sections of minerals and ores under landsat and/or aircraft scanner data for mineral reflected light. Includes the preparation of pol- resource studies and geological engineering ished sections, the identification of ore minerals, applications. Prerequisite: Ge Eng 246. and the study of the textures, associations, and 477 Discontinuous Rock (Lect 3.0) Nature and alterations of ore minerals. Prerequisite: Geo properties of discontinuous rock masses, genesis 113. and properties of joints, role of joints in rock 324 Advanced Stratigraphy and Basin Evolution shear strength, slope of stability of jointed rock, (Lect 3.0) Advanced topics in sedimentary geol- fracture flow hydrogeology. Modeling of the ogy including: tectonic controls on sedimentary mechanical behavior of fractured rock. basin development, global sequence stratigra- Prerequisite: Mi Eng 231 or Ge Eng 371. phy, regional facies and diagenetic patterns, 490 Research (Variable) Investigations of an basin hydrogeology, thermal evolution of basins advanced nature leading to the preparation of a and distribution of economic resources. thesis or dissertation. Consent of instructor Prerequisites: Geo 223, 220, preceded or required. accompanied by Geo 275 recommended. 491 Internship (Variable) Students working toward 325 Advanced Physical Geology (Lect 3.0) History a doctor of engineering degree will select, with and materials of the Earth’s crust, structures and the advice of their committees, appropriate geological features of the surface. Study of com- problems for preparation of a dissertation. The mon minerals and rocks, topographic and geo- problem selected and internship plan must con- logic maps, depositional systems, sedimentary form to the purpose of providing a high level classification systems. Prerequisite: Consent of engineering experience consistent with the instructor. intent of the doctor of engineering degree. 329 Micropaleontology (Lect 2.0 and Lab 1.0) 493 Oral Examination (0.0 Hours) After completion Introduction to the preparation and study of of all other program requirements, oral exami- microscopic fossils. Prerequisite: Geo 227. nations for on-campus M.S./Ph.D. students may 330 Granites and Rhyolites (Lect 3.0 and Lab 1.0) be processed during intersession. Off-campus Processes governing the generation and crystal- M.S. students must be enrolled in oral examina- lization of felsic magma will be covered, with tion and must have paid an oral examination fee specific reference to: 1) crust vs mantle sources, at the time of the defense/comprehensive exam- 2) melt migration and emplacement, 3) magma ination (oral/ written). All other students must chamber dynamics, 4) the volcanic-plutonic con- enroll for credit commensurate with uses made nection, and 5) the relationship to tectonic of facilities and/or faculties. In no case shall this 146 — Geology Courses

setting. A field trip at the student’s expense is tary and tectonic structures. Prerequisite: Two required. Prerequisite: Geo 130. Geology courses. 332 Depositional Systems (Lect 3.0) Depositional 374 Advanced Field Geology (Lab 3.0) Detailed systems and their interpretation using seismic field work in areas related to the projects of stratigraphy. Emphasis on deltaic formations, Geology 373. Courses to be taken the same submarine fans, carbonate depositional environ- summer. A written report on the full summer’s ments and their recognition using reflection seis- projects is required. Prerequisite: Geo 373. mic techniques. Field trip fee required. 375 Applied Geochemistry (Lect 2.0 and Lab 1.0) Prerequisite: Geo 223. Application of the principles of geochemistry and 334 Advanced Igneous and Metamorphic techniques of geochemical analysis in a student Petrology (Lect. 3.0 and Lab 1.0) Processes research project investigating geochemical governing the formation of igneous and meta- processes (mineral deposits, environmental geo- morphic rocks as constrained by geochemical, chemistry, trace element migration, or water- isotopic, and thermodynamic data, with particu- rock interaction). Field trip fee required. lar reference to the relationship between rock Prerequisites: Geo 113 and Geo 275. suites and tectonic setting. The laboratory will 376 Aqueous Geochemistry (Lect 3.0) Studies of emphasize the description of rock suites in hand the interaction of water with minerals and organ- sample and thin section. A field trip at the stu- ic materials at low temperatures; including dent’s expense is required. Prerequisite: Geo processes affecting the migration of elements 130. (alteration, precipitation, and adsorption), the 338 Computer Mapping in Geology (Lect 2.0 and influence of geochemical processes on water Lab 1.0) This course introduces the basics of composition, weathering, soil formation, and both surface and subsurface geologic mapping. pollution. Prerequisite: Geo 275. It introduces procedures and problems associat- 383 Electrical Methods in Geophysics (Lect 3.0) ed with digitizing, gridding, contouring, volumet- The theory and instrumentation for measure- rics and generation of three dimensional dia- ments of the electrical properties of the earth. grams on the PC. Integration of field gathered Includes passive and active techniques, the data with USGS and GSI databases for the pur- advantages and disadvantages of the various pose of making surface geologic maps is also techniques, and geologic interpretations of elec- included. Prerequisite: Geo 51. trical soundings. Several weekends are spent 340 Petroleum Geology (Lect 2.0 and Lab 1.0) making a variety of electrical surveys of local Principles of origin, migration, and accumulation features. Prerequisites: Math 325 and Geop of oil and gas. The laboratory introduces the pro- 321. cedures used for exploration, and development 384 Gravity and Magnetic Methods (Lect 3.0) The of hydrocarbon resources. Prerequisite: Geo theory of gravity and magnetic surveying for 220. geologic bodies of economic interest. Includes 341 Applied Petroleum Geology (Lect 1.0 and Lab methods for the calculation of size and depth of 2.0) The principles of petroleum geology are bodies with different degrees of magnetization applied in solving hydrocarbon exploration and and density. Prerequisites: Math 325 and Geop developmental problems. Geological and eco- 321. nomical techniques for evaluating hydrocarbon- 385 Exploration and Development Seismology bearing reservoirs are presented, with methods (Lect 2.0 and Lab 1.0) Principles of reflection for decisionmaking under conditions of extreme seismology as applied to the delineation of geo- uncertainty. Prerequisite: Geo 340. logic structures and the determination of stratig- 345 Radioactive Waste Management and raphy and lithology. Emphasis on both the capa- Remediation (Lect 3.0) Sources and classes of bilities and limitations of the seismic method. radioactive waste, long-term decay, spent fuel The laboratory utilizes both modeled and actual storage, transport, disposal options, regulatory seismic data. Prerequisites: Geo 220, Geo 223 control, materials issues, site selection and geo- or permission of instructor. logic characterization, containment, design and 386 Wave Propagation (Lect 3.0) A study of monitoring requirements, domestic and foreign Hamilton’s principle and energy theorems, fun- waste disposal programs, economic and environ- damentals of plane wave theory, waves in strat- mental issues; history of disposal actions, and ified fluids, elastic waves in solids, electromag- conduct of remedial actions and cleanup. netic and hydromagnetic radiation, and Allens’s Prerequisite: Math 204. (Co-listed with Nu Eng functions and point sources. Prerequisites: 345) Geop 286 and 321. 373 Field Geology (Lab 3.0) Field practice in geo- 387 Acquisition of Seismic Data (Lect 2.0 and Lab logic mapping and interpretation in the Western 1.0) Theory and application of the acquisition of United States using topographic base maps and seismic data. Determination of recording and aerial photos. Emphasizes the description and energy source array responses, evaluation of interpretation of stratigraphic sections, sedimen- energy sources, and the design of a complete Geology Courses — 147

acquisition system. Prerequisite: Geop 286 and and Chem 3 or equivalent Geo 275 recommend- 380 or permission of instructor. ed. 390 Undergraduate Research (Variable) Designed 433 Advanced Igneous Petrology (Lect 2.0 and for the undergraduate student who wishes to Lab 1.0) The genesis of eruptive rocks as evi- engage in research. Not for graduate credit. Not denced by the physicalchemical conditions of more than six (6) credit hours allowed for grad- formation of their constituent minerals. A criti- uation credit. Subject and credit to be arranged cal examination of various magmatic processes. with the instructor. Use of advanced petrographic techniques. 394 Coal Petrology (Lect 3.0) Formation, composi- Prerequisite: Geo 234. tion, and properties of coals. Discussion of the 435 Applied Ore Microscopy (Lect 1.0 and Lab geology of selected coal deposits, the analysis of 2.0) Application of ore microscopic and petro- coal, and the optical identification of coal miner- graphic techniques to problems in ore beneficia- als. Prerequisite: Permission of instructor. tion, pelleting, sintering, smelting, refining, 400 Special Problems (Variable) Problems or read- refractories, cement, mining, and exploration. ings on specific subjects or projects in the Discussions and laboratories are based upon department. Consent of instructor required. industrial case histories. Prerequisite: Geo 312. 401 Special Topics (Variable) This course is 437 Advanced Palynology (Lect 1.0 and Lab 2.0) designed to give the department an opportunity Study of the processes of sporopollenin preser- to test a new course. Variable title. vation, sedimentation and palynofacies. Major 410 Seminar (Variable) Discussion of current topics. emphasis on independent palynostratigraphic 411 Advanced Mineralogy (Lect 2.0 and Lab 1.0) A research. Chronicle of Phaneozoic palynology in study of selected mineralogy topics. Emphasis lectures. Prerequisite: Geo 223 or Geo 329. will vary with class interest. Current topics 440 Advanced Geochemistry (Lect 3.0) A study of include crystallography, composition of ashflow the absolute and relative abundance of elements tuffs, and mineralogy of wall-rock alteration. and isotopes in the Earth, principles of element 412 Advanced Ore Microscopy (Lect 1.0 and Lab transport, formation of the Earth’s crust, miner- 2.0) A study of ore suites utilizing various al deposits, and soils. Field trip fee required. advanced, quantitative ore microscopy tech- Prerequisite: Geo 275. niques including hardness, spectral reflectance, 443 Advanced Petroleum Geology (Lect 1.0 and indentation, color, rotation property measure- Lab 2.0) Examples of various types of oil and gas ments, fluid inclusion geothermometry, and accumulation are reviewed in detail. Study of salinity measurements. Laboratory study criteria useful in evaluating the petroleum includes demonstration and operation of the potential of undrilled areas. Special investigation luminoscope and other microbeam techniques. assignment is required. Prerequisite: Geo 340. Prerequisite: Geo 312. 475 Mining Geology (Lect 2.0 and Lab 1.0) 413 Clay Mineralogy (Lect 2.0 and Lab 1.0) Mineral Application of geology, geochemistry, and geo- structure, geochemical properties, occurrence, physics in exploration for exposed and hidden environment, and uses of clays. Determination mineral deposits. Geologic mapping, sampling, of physical properties, optics, x-ray diffraction, geochemical, geophysical, laboratory investiga- and thermal features of clays. Field trip fee tions, tonnage and grade calculations, data com- required. Prerequisites: Geo 113 and 275, or pilation, evaluation and report preparation and Chem 237, or Cv Eng 315, or Ge Eng 372. related topics are discussed. Prerequisites: Geo 423 Sedimentary Basin Analysis (Lect 3.0) An 220, 292. advanced study of stratigraphic, diagenetic and 476 Regional Mineral Exploration Emphasing tectonic processes in sedimentary basins. Gold (Lect 1.0 and Lab 2.0) Exploration for gold Prerequisites: Geo 220, 223, 275 or 375 or 376. in the precambrian shield and cordilleras of 430 Advanced Petrology of the Metamorphic North America. Development of exploration Rocks (Lect 2.0 and Lab 1.0) Survey of meta- models of gold deposits. Evaluation of mineral morphic processes and the interpretation of potential by geological, geophysical and geo- metamorphism from field and laboratory stud- chemical methods. Economics of gold explo- ies. Discussion of recent ideas and techniques in ration and mine development. Prerequisites: the study of metamorphic rocks. Prerequisite: Geo 220, 275, 294. Geo 234. 480 Geotectonics (Lect 3.0) A critical study of the 431 Clastic Sedimentary Petrology (Lect 2.0 and origin, and differentiation of the earth, evolution Lab 1.0) Petrology and petrography of clastic of the crust, and plate tectonics. Geology of the sedimentary rocks. Emphasis on origin, diagen- continents and ocean basins. Regional tectonic esis and description of clastic, sedimentary analysis of precambrian shields, platforms, oro- rocks. Prerequisite: Geo 223. genic belts, and a review of internal energy 432 Carbonate Petrology (Lect 2.0 and Lab 1.0) sources. Emphasis is on North America. Petrology, chemistry and sedimentology of car- Prerequisite: Geo 220. bonates and other associated chemical sedimen- 481 Geodynamics (Lect 3.0) The applications of tary rocks. Prerequisites: Geo 130, 114, 223 continuum physics to geological problems. 148 — Geophysics Courses

Topics include plate tectonics, stress and strain models. Reflection patterns and reflection ampli- in solids, elasticity and flexure, heat transfer, tudes are interpreted to determine bed thick- gravity, fluid mechanics, rock rheology, faulting, nesses, fluid content, depositional environment, and flow in porous media. Prerequisites: Math and lithology. Special data acquisition and pro- 22 and Geo 220. cessing techniques are examined. Prerequisites: 489 Ore Deposition (Lect 2.0 and Lab 1.0) An Geop 385, Geo 220, 223. advanced study of mineral deposits, time and 381 Global Tectonics (Lect 3.0) An integrated view space in deposition, theories of deposition and of the Earth’s structure and dynamics with an their effect on exploration. Discussions based on emphasis on information gained through geo- maps, logs, and samples from the world’s typical physical methods. Topics include seismology, mineral deposits. Two all day field trips at stu- heat flow, gravity, rheological and compositional dent expense required. Prerequisite: Geo 294. structure, plate motions and intermotions, and 490 Research (Variable) Investigations of an mantle driving mechanisms for plate tectonics. advanced nature leading to the preparation of a Prerequisite: Geo 220. thesis or dissertation. 382 Environmental and Engineering Geophysics 493 Oral Examination (0.0 Hours) After completion (Lect 2.0 and Lab 1.0) An introduction to the of all other program requirements, oral exami- theory and application of the gravity, magnetic, nations for on-campus M.S./Ph.D. students may resistivity, self-potential, induced polarization be processed during intersession. Off-campus and electromagnetic methods as applied to the M.S. students must be enrolled in oral examina- solution of engineering and environmental prob- tion and must have paid an oral examination fee lems. Prerequisite: Math 22. at the time of the defense/comprehensive exam- 383 Electrical Methods in Geophysics (Lect 2.0 ination (oral/ written). All other students must and Lab 1.0) The theory and instrumentation for enroll for credit commensurate with uses made measurements of the electrical properties of the of facilities and/or faculties. In no case shall this earth. Includes passive and active techniques, be for less than three (3) semester hours for the advantages and disadvantages of the various resident students. techniques, and geologic interpretations of elec- 495 Continuous Registration (Lect 1.0) Doctoral trical soundings. Several weekends are spent candidates who have completed all requirements making a variety of electrical surveys of local for the degree except the dissertation, and are features. Prerequisites: Math 325 and Geop 285 away from the campus must continue to enroll or Geop 382. for at least one hour of credit each registration 385 Exploration and Development Seismology period until the degree is completed. Failure to (Lect 2.0 and Lab 1.0) Principles of reflection do so may invalidate the candidacy. Billing will seismology as applied to the delineation of geo- be automatic as will registration upon payment. logic structures and the determination of stratig- raphy and lithology. Emphasis on both the capa- GEOPHYSICS bilities and limitations of the seismic method. The laboratory utilizes both modeled and actual 300 Special Problems (Variable) Problems or read- seismic data. Prerequisite: Math 22. ings on specific subjects or projects in the 386 Wave Propagation (Lect 3.0) A study of department. Consent of instructor required. Hamilton’s principle and energy theorems, fun- 301 Special Topics (Variable) This course is damentals of plane wave theory, waves in strat- designed to give the department an opportunity ified fluids, elastic waves in solids, electromag- to test a new course. Variable title. netic and hydromagnetic radiation, and Allen’s 321 Potential Field Theory (Lect 3.0) The mathe- functions and point sources. Prerequisites: matics and physics of gravitational, magnetic, Geop 281, 321. and electrical fields of the earth as derived from 387 Acquisition of Seismic Data (Lect 2.0 and Lab potential functions, with applications to practical 1.0) Theory and application of the acquisition of problems. The theorems of Laplace, Poisson, seismic data. Determination of recording and Gauss, and Green and their applications to geo- energy source array responses, evaluation of physics are presented. Prerequisite: energy sources, and the design of a complete Accompanied or preceded by Math 325. acquisition system. Prerequisites: Geop 286, 336 Geophysical Field Methods (Lect 2.0 and Lab 380. 1.0) Imaging of selected subsurface and engi- 388 Geophysical Instrumentation (Lab 1.0) Field neering features by various geophysical meth- and laboratory practice in the use of geophysical ods. Special emphasis on ground penetrating instrumentation. Techniques of geophysical data radar and magnetic methods; and the acquisi- reduction and interpretation are also covered. tion and reduction of associated data. One field May be taken more than once for credit with trip at student expense required. Prerequisite: Geop 383 and Geop 384. Prerequisite: Geop 384 or permission of instructor. Concurrent registration in Geop 382, 283 or 384. 380 Seismic Stratigraphy (Lect 2.0 and Lab 1.0) A 389 Seismic Data Processing (Lect 2.0 and Lab study of the seismic expression of depositional 1.0) Introduction to seismic data processing. Information Science and Technology Courses — 149

Topics to be covered include statics corrections, at the time of the defense/comprehensive exam- filtering, velocity analysis, deconvolution, stack- ination (oral/ written). All other students must ing and migration. Prerequisites: Math 22, and enroll for credit commensurate with uses made Geop 285 or Geop 385. of facilities and/or faculties. In no case shall this 390 Undergraduate Research (Variable) Designed be for less than three (3) semester hours for for the undergraduate student who wishes to resident students. engage in research. Not for graduate credit. Not 495 Continuous Registration (Lect 1.0) Doctoral more than six credit hours allowed for gradua- candidates who have completed all requirements tion credit. Subject and credit to be arranged for the degree except the dissertation and are with the instructor. away from the campus must continue to enroll 400 Special Problems (Variable) Problems or read- for at least one hour of credit each registration ings on specific subjects or projects in the period until the degree is completed. Failure to department. Consent of instructor required. do so may invalidate the candidacy. Billing will 401 Special Topics (Variable) This course is be automatic as will registration upon payment. designed to give the department an opportunity to test a new course. Variable title. INFORMATION SCIENCE & 410 Seminar (Variable) Discussion of current topics. 483 Advanced Electrical and Electromagnetic TECHNOLOGY Methds In Geophysical Exp (Lect 2.0 and Lab 1.0) Theory of the electrical geophysical meth- 300 Special Problems (Variable) Problems or read- ods as applied to subsurface investigations ings on specific subjects or projects in the addressing geologic, engineering, groundwater department. Consent of instructor required. and contaminant transport problems. Course 301 Special Topics (Variable) This course is content includes both passive and active meth- designed to give the department an opportunity ods and recent advances in the application of to test a new course. Variable title. these methods. Course will include a field com- 321 Network Performance Design and ponent illustrating application of techniques to Management (Lect 3.0) This course provides local problems. Prerequisites: Geop 382, Math analytical capabilities needed to effectively 22. design, deploy, and manage computer networks 485 Advanced Seismic Data Processing (Lect 2.0 and protocols. Prerequisite: IST 233. and Lab 1.0) Theory and application of seismic 336 Internet Computing (Lect 3.0) A survey of data processing. Topics to be covered include computer networks and the Internet. Develops convolution, correlation, deconvolution, 2-D fil- understanding of the concepts of Local Area tering, migration and inversion. Prerequisites: Networks (LANs), Wide Area Networks (WANs), Geop 385, 389, Stat 215. packet switching, and Internet protocols, along 486 The Theory of Elastic Waves (Lect 2.0 and with the underlying technologies they use. Lab 1.0) A mathematical study of elastic waves Prerequisite: Approved MS entrance require- in the layered earth. Prerequisite: Geop 386. ments in IST. 487 Geophysical Inverse Theory (Lect 3.0) A 342 E-Commerce Architecture (Lect 3.0) Course study of inverse theory applied to geophysical will cover the issues associated with computer data, focusing on the relationship between data architecture, as it relates specifically to e-com- and model spaces and ways to estimate model merce applications. Topics will include e-com- parameters via global and local optimization merce systems and processes, specialized soft- techniques. Prerequisites: Geop 286 or 384, ware, and databases. Prerequisite: IST 233. Math 325, Stat 215. 351 Leadership in Technology-Based 488 Seismic Interpretation (Lect 1.0 and Lab 2.0) Organizations (Lect 3.0) The course focuses on The integration of geologic information, well log the knowledge and skills necessary for the data and seismic information for interpreting the development and implementation of effective earth’s subsurface. The role of data acquisition strategies for the management of technology- and processing is emphasized. Laboratory exer- based organizations. This involves: developing a cises provide experience with both real and general management perspective on technology modeled data. Prerequisite: Geop 380, 385. and innovation, examining the problems of new 490 Research (Variable) Investigations of an product development, identifying distinctive advanced nature leading to the preparation of a technological competencies, licensing and mar- thesis or dissertation. Consent of instructor keting technologies, assessing the organization- required. al and industrial context of technology. 493 Oral Examination (0.0 Hours) After completion 354 Multi-Media Development and Design (Lect of all other program requirements, oral exami- 3.0) Students will learn current practices for nations for on-campus M.S./Ph.D. students may development and design of interactive multime- be processed during intersession. Off-campus dia. The course covers tools for development of M.S. students must be enrolled in oral examina- 2-D and 3-D graphics, video, audio, animation, tion and must have paid an oral examination fee 150 — Mathematics Courses

and integrated multimedia environments. tion and must have paid an oral examination fee Prerequisites: IST 51, Cmp Sc 53 or Cmp Sc 73. at the time of the defense/comprehensive exam- 355 Human Computer Interaction (Lect 3.0) ination (oral/ written). All other students must Fundamental theory and practice of the design, enroll for credit commensurate with uses made implementation, and evaluation of human - of facilities and/or faculties. In no case shall this computer interfaces. Principles of design; meth- be for less than three (3) semester hours for ods for evaluating interfaces with or without user resident students. involvement; techniques for prototyping and 495 Continuous Registration (Lect 1.0) Doctoral implementing graphical user interfaces; relation- candidates who have completed all requirements ship of interface design to effective human inter- for the degree except the dissertation, and are action with computers. Hands on experience in away from the campus must continue to enroll building applications through prototyping tools, for at least one hour of credit each registration windowbased systems, and toolkits. period until the degree is completed. Failure to Prerequisite: Psych 50. do so may invalidate the candidacy. Billing will 357 Network Economy (Lect 3.0) The course takes be automatic as will registration upon payment. a look at the emerging Network/Internet econo- my, using traditional economic tools. Topics MATHEMATICS include production and reproduction cost of information, information as an “experience 300 Special Problems (Variable) Problems or read- good,” creation of different version of products, ings on specific subjects or projects in the switching cost and lock-in affects, market adop- department. Consent of instructor required. tion of dynamics, first-mover advantage, and 301 Special Topics (Variable) This course is intellectual property rights. Prerequisite: designed to give the department an opportunity Econom 221. (Co-listed with Econom 357) to test a new course. Variable title. 361 Information Systems Project Management 302 Intermediate Differential Equations (Lect (Lect 3.0) The course overviews general project 3.0) Linear differential equations, vector-matrix management principles and then focuses on systems, existence and uniqueness theory, non- information system application development. linear systems, phase-plane analysis, introduc- Topics include requirements analysis, project tion to stability theory. Prerequisite: Math 204 scheduling, risk management, quality assur- or Math 229. ance, testing, and team coordination. 303 Mathematical Modeling (Lect 3.0) Model con- Prerequisite: Senior or Graduate Standing. struction and the modeling process, model fit- 390 Undergraduate Research (Variable) Designed ting, models requiring optimization, empirical for the undergraduate student who wishes to model construction, modeling dynamic behavior. engage in research. Not for graduate credit. Not Individual and team projects. Prerequisites: more than six credit hours allowed for gradua- Math 204 or 229, programming competency. tion credit. Subject and credit to be arranged 305 Modern Algebra I (Lect 3.0) The abstract con- with the instructor. cepts of a group and a ring are introduced. 397 Capstone Seminar in Information Science Permutation groups, subgroups, homomor- and Technology (Lect 3.0) Course will cover phisms, ideals, ring homomorphisms and poly- issues and problems relating to application and nomial rings are studied. Prerequisite: Math integration of Information Science and 209. Technology skills. Group projects will require 306 Modern Algebra II (Lect 3.0) This course is a work as a member of a team, creative problem- continuation of Math 305. Rings and fields are solving and application of IST principles to real discussed. Euclidean domains, principal ideal and simulated problems. Prerequisite: Senior domains, unique factorization domains, vector Standing as IST major. spaces, finite fields and field extensions are 400 Special Problems (Variable) Problems or read- studied. Prerequisite: Math 305. ings on specific subjects or projects in the 307 Combinatorics and Graph Theory (Lect 3.0) department. Consent of instructor required. Covers some basics of enumeration and graph 401 Special Topics (Variable) This is designed to theory. Topics are selected from the following: give the department an opportunity to test a permutations combinations, the inclusion/exclu- new course. Variable title. sion principle, generating functions, recurrence 490 Research (Variable) Investigations of an relations, trees, networks, graph connectivity advanced nature leading to the preparation of a and graph coloring. Prerequisite: Cmp Sc 158 or thesis or dissertation. Consent of instructor Math 209. required. 308 Linear Algebra II (Lect 3.0) Eigenvalue prob- 493 Oral Examination (0.0 Hours) After completion lems, Cayley-Hamilton theorem, Jordan normal of all other program requirements, oral exami- form, linear functionals, bilinear forms, quadrat- nations for on-campus M.S./Ph.D. students may ic forms, orthogonal and unitary transforma- be processed during intersession. Off-campus tions, selected applications of linear algebra. M.S. students must be enrolled in oral examina- Prerequisite: Math 208. Mathematics Courses — 151

309 Advanced Calculus I (Lect 3.0) Completeness Goursat theorem, conformal mappings, the cal- of the set of real numbers, sequences and series culus of residues and applications to boundary of real numbers, limits, continuity and differen- value problems. Prerequisite: Math 204. tiability, uniform convergence, Taylor series, 357 Engineering Mathematics I (Lect 3.0) Topics Heine-Borel theorem, Riemann integral, funda- in vector analysis, matrices, and determinants, mental theorem of calculus, Cauchy-Riemann Laplace transform, complex variables. integral. Prerequisite: Math 209 or a 300-level Prerequisite: Math 204. mathematics course or graduate standing. 358 Engineering Mathematics II (Lect 3.0) 311 Advanced Calculus II (Lect 3.0) Euclidean n- Infinite series, Fourier series, partial differential space, differentiation and integration of scalar equations. Boundary value problems, the Fourier functions of several variables, maxima and min- Integral, Bessel and Legendre functions. ima theory, change of variables, differentiation Prerequisite: Math 204. and integration of vector functions of several 361 Problem Solving in Pure Mathematics (Lect variables, Divergence theorem, Stokes’ theo- 1.0) Problems from pure mathematics, including rem. Prerequisite: Math 309. analysis, algebra, number theory, set theory, 312 Introduction to Differential Geometry (Lect finite mathematics, probability and statistics. 3.0) Elements of the geometry of curves and Emphasis on identifying or inventing ways to surfaces in Euclidean three-space using methods solve problems based on the student’s entire of advanced calculus and vectors. Prerequisite: mathematics background. Prerequisites: Math 309 or Math 322. Corequisite Math 309 and Senior standing. 315 Introduction to Real Analysis (Lect 3.0) 371 Problem Solving in Applied Mathematics Riemann-Stieltjes integration, sequences and (Lect 1.0) Problems from applied mathematics series of functions, uniform approximation, the which are open-ended, and do not always have Banach Space C(a,b), Lebesgue measure and a unique correct solution. Emphasis on develop- integration, the space LP(a,b), Fourier series. ing mathematical models and writing solution Prerequisite: Math 309. narratives, including clarity, analysis, and 322 Vector and Tensor Analysis (Lect 3.0) Vector design. Prerequisites: Math 209 and Senior algebra, vector differential and integral calculus, standing. line and surface integrals, theorems of Stokes 381 Great Theorems in Mathematics (Lect 1.0) A and Gauss, tensor algebra and tensor analysis, study of some of the great theorems which have applications to problems in kinematics, elasticity shaped the development of mathematics and theory, fluid mechanics, electromagnetic theory, human civilization. History, the changing nature relativity theory. Prerequisite: Math 22. of mathematics, and the mathematical content 325 Partial Differential Equations (Lect 3.0) of the theorems themselves, will all be Linear equations, heat equation, eigenfunction addressed. Sources as close to the originals as expansions, Green’s formula, inhomogeneous possible will be used. Prerequisites: Math 209 problems, Fourier series, wave equation. and Senior standing. Prerequisite: Math 204. 383 Operational Calculus (Lect 3.0) The Laplace 330 Topics in Geometry (Lect 3.0) A survey of non- transformation, properties of the transformation, Euclidean geometries, finite geometries, affine various applications to ordinary and partial dif- and projective planes, metric postulates for the ferential equations, systems with step and Dirac Euclidean plane, and selected topics. functions as driving forces, various non-elemen- Prerequisite: Math 208. tary functions and their transforms, problems in 340 Mathematical Analysis for Secondary heat conduction and wave motion, Fourier trans- Teachers (Lect 3.0) Designed to help teachers forms and their operational properties. gain a deeper understanding of the fundamental Prerequisite: Math 204. idea in analysis, that of a limit. A discovery 385 Introduction to Topology (Lect 3.0) Metric method is used which includes both individual spaces; general topological spaces; connected- and group work. Students will present their ness, compactness, separation properties, func- results in written and oral format. Prerequisite: tions and continuity. Prerequisite: Math 309. Math 22 or equivalent. 390 Undergraduate Research (Variable) This 341 Mathematical Analysis for Secondary course is designed for the undergraduate stu- Teachers Practicum (Lect 1.0) An instruction- dent who wishes to engage in research. It is not al unit based on the discovery method used in to be used for graduate credit nor for more than Math 340 will be designed by each student. six credit hours of undergraduate credit. The These units will be class tested. The unit and subject and credit are to be arranged with the results of class testing will be presented both in instructor. Prerequisite: Consent of instructor. written and oral format. Prerequisite: Math 340. 400 Special Problems (Variable) Problems or read- 351 Introduction to Complex Variables (Lect 3.0) ings on specific subjects or projects in the The basic tools of complex variables are studied. department. Consent of instructor required. These include the Cauchy-Riemann equations, complex contour integration, the Cauchy- 152 — Mathematics Courses

401 Special Topics (Variable) This course is pact Hausdorff spaces, integration in function designed to give the department an opportunity spaces, selected topics. Prerequisite: Must be to test a new course. Variable title. preceded by Math 415. 402 Mathematical Physics I (Lect 3.0) Vector 417 Functional Analysis I (Lect 3.0) Linear trans- spaces, generalized coordinate transformations, formations, Hahn-Banach theorem, open-map- vector analysis, tensors, partial differential ping theorem, closed graph theorem, uniform equations in physics and boundary value prob- boundedness theorem, self adjoint and normal lems, orthogonal functions and solutions to ordi- operators, and related topics of Banach and nary differential equations, hypergeometric, Hilbert space theory. Prerequisites: Math 315 confluent hypergeometric, Legendre, Laguerre, and (Math 308 or Math 385) and Bessel functions, Hermite polynomials, 418 Functional Analysis II (Lect 3.0) Spectral Green’s functions in one dimension. analysis of linear operators, spectral theorems, 403 Mathematical Physics II (Lect 3.0) Green’s selected applications, an introduction to the the- functions in three dimensions, integral equa- ory of topological linear spaces, and papers from tions, complex variable theory and contour inte- the recent literature. Prerequisites: Math 415 gration, group theory with applications to quan- and 417. tum mechanics, solid state and molecular 425 Hilbert Space Structures and Methods for physics. Prerequisite: Math 402 or equivalent. Application (Lect 3.0) Foundations of the 405 Finite Fields and Applications (Lect 3.0) After abstract theory of linear operators in Hilbert reviewing basic group theory and introducing spaces, Banach spaces, and topological linear basic properties of commutative rings, the main spaces. Application of abstract theory in con- focus of the course will be on topics such as structing computational techniques (method of structure of finite fields, polynomials over finite Rayleigh-Ritz) in eigenvalue problems associat- fields, and applications such as coding theory ed with linear differential and integral equations and cryptography. Prerequisite: Math 305. arising in physical applications. Introduction to 406 Theory of Rings (Lect 3.0) Rings, homomor- theory of distributions and Green’s functions. phisms and ideals, quotient rings, modules and Prerequisite: Math 308. radicals. Additional selected topics such as poly- 426 Green’s Function Structures and Methods nomial rings, Boolean rings, Noetherian rings, for Application (Lect 3.0) Continuation of Math matrix rings, simple rings, function rings, and 425. Theory of distributions (Dirac Delta func- nonassociative algebras. Prerequisite: Math tion) and Green’s functions. Applications in the 306. solution of boundary value problems for linear 407 Group Theory (Lect 3.0) Groups, subgroups, partial differential equations arising in physical and factor groups; homomorphisms, isomor- applications. Integral equations in several inde- phisms, and associated theorems; abelian pendent variables. Method of characteristics in groups; Sylow theorems and p-groups; permu- solving partial differential equations. tation groups; free groups and generators; rep- Prerequisite: Math 425. resentation theory; cohomology theory. 430 Theory of Differential Equations I (Lect 3.0) Prerequisite: Math 306. Stability theory, Liapunov’s direct method, peri- 408 Applied Matrix Theory (Lect 3.0) A second odic solutions, Poincare-Bendixson theory, appli- course in matrix theory directed toward applica- cations. Prerequisite: Math 302. tions. Linear spaces, linear operators, equiva- 431 Theory of Differential Equations II (Lect 3.0) lence and similarity, spectral theorem, canonical Continuation of Math 430. Nonlinear oscillations, forms, congruence, inertia theorem, quadratic solutions near singular points, asymptotic meth- forms, singular value decomposition and other ods, differential equations on manifolds, bound- factorizations, generalized inverses. Applications ary-value problems. Prerequisite: Math 302. to optimization, differential equations, stability. 435 Calculus of Variations I (Lect 3.0) Linear Prerequisites: Math 203, 208, or 302. spaces, linear operators, and functionals, neces- 410 Graduate Seminar (Variable) Discussion of sary conditions, transversality, corner condi- topics of current interest. Prerequisite: tions, HamiltonJacobi theory, direct methods, Graduate standing. eigenvalue problems, isoperimetric problems, 415 Functions of a Real Variable I (Lect 3.0) theory of the second variation, differential forms Measure spaces, extensions of measures, prob- and n-dimensional manifolds, applications to dif- ability spaces, measures and distributions in ferential equations, conservation laws, dynamic normed linear spaces, product measures, inde- programming, and Pontryagin maximum princi- pendence, integral and expectation, conver- ple, application in physics, engineering econom- gence theorems, Radon-Nikodyn theorem and ics. Prerequisite: Math 311. applications. Lp spaces, selected topics. 436 Calculus of Variations II (Lect 3.0) Prerequisite: Math 315. Continuation of Math 435. Prerequisite: Must be 416 Functions of a Real Variable II (Lect 3.0) preceded by Math 435. Abstract measures and integrals, the Daniell integration theory, integration on locally com- Mechanical Engineering Courses — 153

440 Geometric Structures (Lect 3.0) Selected top- 486 Topology II (Lect 3.0) Metrizability conditions, ics in non-Euclidean, solid, projective, and frac- the theory of convergence using both filters and tal geometry. Prerequisite: Math 330. nets, completions and compactifications, and 441 Geometric Structures Practicum (Lect 1.0) papers from the recent literature. Prerequisite: An instructional unit based on material learned Math 485. in Math 440 will be designed by each student. 487 Rings of Real, Continuous Functions I (Lect These units will be class tested. The unit and 3.0) Rings of real, continuous functions on topo- results of class testing will be presented both in logical spaces, ideals and z-filters, completely written and oral format. Prerequisite: Math 440. regular spaces, ordered residue class rings, 451 Functions of a Complex Variable I (Lect 3.0) Stone-Cech compactification. Prerequisites: Complex plane, complex function theory, ele- Math 305 and Math 385. mentary Riemann surfaces, conformal mapping, 488 Rings of Real, Continuous Functions II (Lect complex integration, infinite complex series and 3.0) Continuation of Math 487. Real compact sequences, calculus of residues with applica- spaces, homomorphisms and continuous map- tions. Prerequisite: Math 311. pings, hyper-real fields, prime ideals, topics 452 Functions of a Complex Variable II (Lect from current research. Prerequisite: Math 487. 3.0) Argument principle and consequences; har- 490 Research (Variable) Investigation of an monic functions and Dirichlet’s problem; infinite advanced nature leading to the preparation of a products; entire, meromorphic and rational thesis or dissertation. functions; analytic continuation; symmetry prin- 493 Oral Examination (0.0 Hours) After completion ciple; conformal mapping; functions of several of all other program requirements, oral exami- complex variables. Prerequisite: Preceded by nations for on-campus M.S./Ph.D. students may Math 451. be processed during intersession. Off-campus 461 Introduction to Abstract Harmonic Analysis M.S. students must be enrolled in oral examina- I (Lect 3.0) Topological groups, linear spaces, tion and must have paid an oral examination fee group representation theory, permutation at the time of the defense/comprehensive exam- groups, rotation groups, Lorentz groups, Haar ination (oral/ written). All other students must integral, Banach algebras, C*-algebra, examples enroll for credit commensurate with uses made in physics. Prerequisites: Math 305 and 385. of facilities and/or faculties. In no case shall this 462 Introduction to Abstract Harmonic Analysis be for less than three (3) semester hours for II (Lect 3.0) Continuation of Math 461. resident students. Prerequisite: Must be preceded by Math 461. 495 Continuous Registration (Lect 1.0) Doctoral 465 Mathematical Programming (Lect 3.0) candidates who have completed all requirements Techniques for modeling decision-making prob- for the degree except the dissertation, and are lems using appropriate mathematical models of away from the campus must continue to enroll linear, integer, combinatorial, or nonlinear pro- for at least one hour of credit each registration gramming. Modeling techniques will be illustrat- period until the degree is completed. Failure to ed with examples. A comprehensive treatment do so may invalidate the candidacy. Billing will of applicable algorithms to solve wide varieties be automatic as will registration upon payment. of mathematical programming models will be provided. Prerequisites: Stat 213 or equivalent MECHANICAL ENGINEERING and (Eng Mg 382 or Math 203 or Math 208). (Co-listed with: Eng Mg 465) 300 Special Problems (Variable) Problems or read- 475 Theory of Partial Differential Equations ings on specific subjects or projects in the (Lect 3.0) Classical wave, potential, and heat department. Consent of instructor required. equations; classification into elliptic, parabolic, 301 Special Topics (Variable) This course is and hyperbolic types; existence and uniqueness designed to give the department an opportunity proofs. Prerequisite: Math 309. to test a new course. Variable title. 483 Special Functions (Lect 3.0) Infinite products, 302 Synthesis of Mechanisms (Lect 3.0) Synthesis gamma and beta functions, asymptotic series, of planar mechanisms for function generation, the hypergeometric function, generalized hyper- path generation, and motion generation. geometric functions, Bessel functions, generat- Emphasis is on analytical methods for synthesis. ing functions; polynomials of legendre, Hermite, Prerequisite: Mc Eng 213. Laguerre, and Jacobi; elliptic functions, theta 304 Compliant Mechanism Design (Lect 3.0) functions, Jacobian elliptic functions. Introduction to compliant mechanisms; review Prerequisites: Math 309 and 351. of rigid-body mechanism analysis and synthesis 485 Topology I (Lect 3.0) Topological spaces, uni- methods; synthesis of planar mechanisms with form and quasi-uniform spaces, product and force/energy constraints using graphical and quotient spaces, separation properties and con- analytical methods; pseudo-rigid-body models; nected spaces, compactness. Prerequisite: Math force-deflection relationships; compliant mecha- 385. nism synthesis methods; and special topics, e.g. 154 — Mechanical Engineering Courses

bistable mechanisms, constant-force mecha- conditions, interpretation of the approximation nisms, parallel mechanisms, and chain algorithm solution, development of a finite element pro- in design. Emphasis will be on applying the gram, two-dimensional problems. Prerequisite: assimilated knowledge through a project on Math 204. (Co-listed with E Mech 307, Ae Eng compliant mechanisms design. Prerequisites: 352) Mc Eng 213, Bas En 110. 313 Intermediate Dynamics of Mechanical and 305 Lubrication (Lect 3.0) Development of basic Aerospace Systems (Lect 3.0) Principles of principles of bearing analysis including manufac- dynamics are applied to problems in the design ture and properties of lubricants, hydrodynamics of mechanical and aerospace systems; basic and hydrostatic lubrication, journal and thrust concepts in kinematics and dynamics; dynamics bearings, ball and roller bearings, boundary con- of systems of particles; dynamics of rigid bodies, siderations, and bearing materials. Prerequisite: three-dimensional effects in machine elements; Mc Eng 231. dynamic stability, theory and applications; 306 Material Processing by High-Pressure methods of analytical dynamics. Prerequisite: Water Jet (Lect 3.0) Methods of generating Mc Eng 213 or Ae Eng 213. (Co-listed with Ae high pressure water jets; standard equipment, Eng 313) existing techniques, and basic calculations. 314 Applications of Numerical Methods to Application of water jets to materials cutting and Mechanics Problems (Lect 3.0) Numerical mineral processing. Safety rules. The course will solutions of statics, vibrations, and stability be supported by laboratory demonstrations. problems. Direct stiffness formulations are Prerequisite: Mc Eng 231 or undergraduate flu- developed and user-oriented computer codes ids course. (Co-listed with Mi Eng 306) are used to solve practical structures problems. 307 Vibrations I (Lect 3.0) Equations of motion, Computer graphics techniques are utilized to free and forced vibration of single degree of prepare data and display results. Prerequisites: freedom systems and multidegree of freedom Bas En 110 and either Bas En 150 or E Mech systems. Natural frequencies, resonance, 160. (Co-listed with E Mech 305) modes of vibration and energy dissipation are 315 Concurrent Engineering I (Lect 3.0) Students studies. The vibration of continuous systems is will be introduced to the concurrent engineering introduced. Prerequisites: Mc Eng 211 and 213, approach to product development. They will or Ae Eng 213 and Math 204. (Co-listed with E learn to set up quantitative requirements and Mech 361, Ae Eng 307) then use a quantitative rating process to identi- 308 Rapid Product Design and Optimization fy the critical requirements relating to the (Lect 3.0) Product Life cycle design; Finding desired product. The interaction between design, design solutions using optimization technique; manufacturing, assembly, cost, and supportabil- Rapid product realization using rapid prototyping ity will be covered. The students will form teams and virtual prototyping techniques. and practice the concurrent engineering process Prerequisite: Mc Eng 208. for simple products. Prerequisites: Mc Eng 213 309 Engineering Acoustics I (Lect 3.0) or Ae Eng 231, and Bas En 110. (Co-listed with Introduction to acoustical theory and measure- Ae Eng 315) ment with emphasis on mechanical and aero- 316 Concurrent Engineering II (Lab 3.0) Students space engineering applications. Plane and will form groups and then using the electronic spherical wave propagation, resonators and fil- data based approach apply the concurrent engi- ters, absorption, room acoustics, human neering process to develop products. Areas to be response to noise, noise legislation, noise con- covered are the customer, design, manufactur- trol. Use of common instrumentation in several ing, assembly, cost and supportability. projects. Prerequisites: Mc Eng 211 and 213, or Prerequisite: Ae Eng 315 or Mc Eng 315. (Co- Ae Eng 213 and Math 204. (Co-listed with Ae listed with Ae Eng 316) Eng 309) 319 Advanced Thermodynamics (Lect 3.0) After a 311 Introduction to Continuum Mechanics (Lect short review of classical thermodynamics, the 3.0) Introductory cartesian tensor analysis to aid elements of chemical reactions, chemical equi- in the development of the theory of a continu- librium, statistical thermodynamics, and the um. Kinematics of deformation, stress tensor, basic concepts of kinetic theory are presented. equations of motion, equations of mass and Prerequisite: Mc Eng 221. (Co-listed with Ae energy balance. Examples from specific materi- Eng 319) al theories in solid and fluid mechanics. 322 Introduction to Solid Mechanics (Lect 3.0) Prerequisites: Bas En 110, Math 204. (Co-listed Review of basic concepts in continuum mechan- with E Mech 311) ics. Finite elasticity: some universal solutions for 312 Finite Element Approximation I—An isotropic materials, application of special Introduction (Lect 3.0) Variational statement mechanical models. Linear elasticity: compatibil- of a problem. Galerkin Approximation, finite ele- ity, stress functions, superposition, special ment basis functions and calculations, element examples such as extension, torsion, bending, assembly, solution of equations, boundary and plane problems. Elements of plasticity. Mechanical Engineering Courses — 155

Prerequisite: E Mech 311. (Co-listed with Ae stability requirements. Prerequisites: Bas En Eng 322, E Mech 322) 110, 150, or E Mech 160, Math 204. (Co-listed 323 Transport Phenomena in Manufacturing with E Mech 334 and Ae Eng 334) Processes (Lect 3.0) A study of the important 336 Fracture Mechanics (Lect 3.0) Linear elastic role that transport phenomena (heat and mass and plastic mathematical models for stresses transfer and fluid flow) play during various man- around cracks; concepts of stress intensity; ufacturing processes including metal casting, strain energy release rates; correlation of mod- joining and welding extrusion, forging, crystal els with experiment; determination of plane growth, chemical deposition, and thermal spray stress and plane strain parameters; application deposition. Prerequisites: Mc Eng 225 and 231. to design. Prerequisite: Bas En 110. (Co-listed 325 Intermediate Heat Transfer (Lect 3.0) with E Mech 336, Ae Eng 336) Analytical study of conduction; theory of thermal 337 Atmospheric Science (Lect 3.0) An introducto- radiation and applications; energy and momen- ry survey designed to acquaint engineering and tum equations in convective heat transfer and science students with the fundamentals of review of empirical relations. Current topics are Atmospheric Science. Topics include atmospher- included. Prerequisite: Mc Eng 225. (Co-listed ic thermodynamics, synoptic scale disturbances, with Ae Eng 325) atmospheric aerosols (including cloud and pre- 327 Combustion Processes (Lect 3.0) Application cipitation physics), atmospheric electricity, and of chemical, thermodynamic, and gas dynamic radiative transfer. Prerequisites: Mc Eng 221 or principles to the combustion of solid, liquid, and 227, or Ch Eng 141, or Chem 241, or Physics gaseous fuels. Includes stoichiometry, thermo- 311. (Co-listed with Physics 337) chemistry, reaction mechanism, reaction veloci- 338 Fatigue Analysis (Lect 3.0) The mechanism of ty, temperature levels, and combustion waves. fatigue, fatigue strength of metals, fracture Prerequisite: Mc Eng 221. (Co-listed with Ae mechanics, influence of stress conditions on Eng 327) fatigue strength, stress concentrations, surface 329 Smart Materials and Sensors (Lect 2.0 and treatment effects, corrosion fatigue and fretting Lab 1.0) Smart structures with fiber reinforced corrosion, fatigue of joints, components and polymer (FRP) composites and advanced sen- structures, design to prevent fatigue. sors. Multi-disciplinary topics include characteri- Prerequisite: Bas En 110. (Co-listed with E Mech zation, performance, and fabrication of compos- 337, Ae Eng 344) ite structures; fiber optic, resistance, and piezo- 339 Computational Fluid Mechanics (Lect 3.0) electric systems for strain sensing; and applica- Introduction to the numerical solution of the tions of smart composite structures. Laboratory Navier-Stokes equations, by finite difference and team activities involve manufacturing, methods, in both stream function-vorticity and measurement systems, instrumented structures, primitive variable formulations. Course format and performance tests on a large-scale smart emphasizes student development of complete composite bridge. Prerequisites: Senior stand- computer programs utilizing a variety of solution ing and Math 204. (Co-listed with Ae Eng, E methods. Prerequisites: Cmp Sc 73, one course Mech, El Eng 329 and Cv Eng 318) in fluid mechanics. (Co-listed with Ae Eng 339) 331 Thermofluid Mechanics II (Lect 3.0) 341 Experimental Stress Analysis I (Lect 2.0 and Derivation of Navier-Stokes equations, exact Lab 1.0) Acquaints the student with some tech- solutions of some simple flows. Superposition niques of experimental stress analysis. Principal methods for inviscid flows. Intermediate treat- stresses, strain to stress conversion, mechanical ment of boundary layer theory, and gas dynam- and optical strain gages, electrical resistance ics. Introduction to turbulence and kinetic theo- strain gages, transducers, and brittle coatings. ry. Prerequisite: Mc Eng 231 or Ae Eng 231. Prerequisite: Bas En 110. (Co-listed with E Mech (Co-listed with Ae Eng 331) 341, Ae Eng 341) 333 Internal Combustion Engines (Lect 3.0) A 342 Experimental Stress Analysis II (Lect 2.0 course dealing primarily with spark ignition and and Lab 1.0) Acquaints the student with some compression ignition engines. Topics include: techniques of experimental stress analysis. thermodynamics, air and fuel metering, emis- Topics include principal stresses, strain to stress sions and their control, performance, fuels, and conversion, transmission and reflection photoe- matching engine and load. Significant lecture lastic methods, Moire fringe methods, and material drawn from current publications. analogies. Prerequisites: Bas En 110, E Mech Prerequisite: Mc Eng 221. 321. (Co-listed with E Mech 342, Ae Eng 342) 334 Stability of Engineering Structures (Lect 343 Photographic Systems for Engineering 3.0) Solution of stability problems with applica- Applications (Lect 2.0 and Lab 1.0) Study of tions to columns, plates and shell structures. photographic techniques applied to engineering Torsional and lateral buckling of columns. uses including observations of events, recording Buckling under high temperatures. Effect of and storage of data, and communication and imperfections introduced by a technological dissemination of information. Both conventional process on stability. Design issues related to and special photo-optical systems are covered. 156 — Mechanical Engineering Courses

Prerequisite: Senior standing. (Co-listed with Ae turing systems analysis. Prerequisites: Mc Eng Eng 343) 253 and Mc Eng 279. 344 Interdisciplinary Problems in 356 Design for Manufacture (Lect 3.0) Course Manufacturing Automation (Lect 2.0 and Lab covers the approach of concurrent product and 1.0) The course will cover material necessary to process design. Topics includes: principle of design a product and the fixtures required to DFM, New product design process, process capa- manufacture the product. Participants will gain bilities and limitations, Taguchi method, toler- experience with CAD/CAM software while carry- ancing and system design, design for assembly ing out an actual manufacturing design project. and AI techniques for DFM. Prerequisites: Mc Prerequisite: Mc Eng 253 or approved courses in Eng 208, Mc Eng 253. Ch Eng or Eng Mg. (Co-listed with Ch Eng 384, 357 Integrated Product and Process Design Eng Mg 344) (Lect 3.0) Emphasize design policies of concur- 345 Non-Intrusive Measurement Methods (Lect rent engineering and teamwork, and document- 2.0 and Lab 1.0) Introduction to measurement ing of design process knowledge. Integration of methods useful to a mechanical engineer. various product realization activities covering Emphasis is placed on radiation measurement important aspects of a product life cycle such as methods, including the effects of various sources “customer” needs analysis, concept generation, and detectors. Prerequisite: Senior standing. concept selection, product modeling, process 349 Robotic Manipulators and Mechanisms (Lect development, DFX strategies, and end-of-prod- 2.0 and Lab 1.0) Overview of industrial applica- uct life options. Prerequisite: Eng Mg 282 or Mc tions, manipulator systems and geometry. Eng 253. (Co-listed with Eng Mg 354) Manipulator kinematics; hand location, velocity 358 Integrated Product Development (Lect 1.0 and acceleration. Basic formulation of manipula- and Lab 2.0) Students in design teams will sim- tor dynamics and control. Introduction to ulate the industrial concurrent engineering machine vision. Projects include robot program- development process. Areas covered will be ming, vision-aided inspection and guidance, and design, manufacturing, assembly, process quali- system integration. Prerequisites: Cmp Sc 73, ty, cost, supply chain management, and product Mc Eng 213. (Co-listed with Ae Eng 349) support. Students will produce a final engineer- 351 Intermediate Aerospace Structures (Lect ing product at the end of the project. 3.0) Discussion of the finite element method for Prerequisite: Eng Mg 354 or Mc Eng 357. (Co- static and dynamic analysis of complex aero- listed with Eng Mg 358) space structures. Solution of basic problems 362 Experimental Vibration Analysis (Lect 2.0 using established finite element computer pro- and Lab 1.0) Methods for measuring and analyz- grams. Prerequisite: Ae Eng 253 or Mc Eng 212. ing motion and strain response of dynamically (Co-listed with Ae Eng 351) excited structures. Includes frequency-response 353 Computer Numerical Control of testing of elementary beam, torsion bar, plate Manufacturing Processes (Lect 2.0 and Lab and shell structures. Experiments on the effec- 1.0) Fundamental theory and application of tiveness of isolators and dynamic absorbers. computer numerical controlled machine tools Prerequisites: E Mech 361 or Mc Eng 307 or Ae from the viewpoint of design principles, machine Eng 307. (Co-listed with Ae Eng 362, E Mech structural elements, control systems, and pro- 362) gramming. Projects include manual and com- 363 Principles and Practice of Computer Aided puter assisted part programming and machining. Design (Lect 2.0 and Lab 1.0) Fundamentals of Prerequisite: Mc Eng 253. computer-aided design including geometric 354 Variational Formulations of Mechanics modeling, CAD data exchange, graphics con- Problems (Lect 3.0) Introduction and study of cepts, and finite element analysis. Projects variational problems in classical dynamics and include basic graphics, matrix algebra, automat- solid mechanics emphasizing the concepts of vir- ed drafting, freeform curve and surface model- tual work, minimum potential energy, and com- ing, solid modeling, assembly modeling, and plementary energy. Variational inequalities. finite element modeling, using educational and Prerequisites: Bas En 110 and Math 204; either commercial software packages including Bas En 150 or E Mech 160. (Co-listed with E Unigraphics and Matlab. Prerequisites: Cmp Sc Mech 354) 73, 77, Mc Eng 211, 208. 355 Automation in Manufacturing (Lect 3.0) 365 Solar Heating and Cooling (Lect 3.0) A review Manufacturing automation at the workstation of heat transfer and the nature of solar radiation. level. Topics include kinematic and geometric Methods of collecting and storing solar energy. error modeling of manufacturing workstations, Analysis and design of systems for heating and control system hardware, servomechanism cooling by solar energy. Prerequisite: Mc Eng modeling and control, CNC programming, 225. dynamic simulation, PLCs and PCs, industrial 367 Heat Pump and Refrigeration Systems (Lect robotics modeling and control, and manufac 3.0) The various methods used in the thermal design and analysis of both refrigeration and Mechanical Engineering Courses — 157

heat pumps systems are investigated. Various theory overview. Composite joints. Postbuckling. methods of producing heating and cooling are Fatigue and environmental effects. Testing and examined including vapor compression, absorp- certification of composite structures. A majority tion, air cycle, steam jet, and thermoelectric of the presentations will be made by engineers systems. Prerequisites: Mc Eng 221, 225. in the industry. Prerequisite: Bas En 110. (Co- 371 Environmental Control (Lect 3.0) Theory and listed with E Mech 303) applications of principles of heating, ventilating, 390 Undergraduate Research (Variable) Designed and air conditioning equipment and systems; for the undergraduate student who wishes to design problems. Physiological and psychologi- engage in research. Not for graduate credit. Not cal factors relating to environmental control. more than six credit hours allowed for gradua- Prerequisites: Mc Eng 221 and accompanied or tion credit. Subject and credit to be arranged preceded by Mc Eng 225. with the instructor. 373 Thermal System Analysis (Lect 3.0) The 400 Special Problems (Variable) Problems or read- usage of simulation, optimization, and comput- ings on specific subjects or projects in the er-aided design in thermal systems. Power gen- department. Consent of instructor required. eration, heating and refrigeration, and other 401 Special Topics (Variable) This course is complete thermal process systems are analyzed designed to give the department an opportunity considering all factors which affect the design to test a new course. Variable title. (Co-listed optimization of the system. Prerequisites: Mc with Ae Eng 401) Eng 221, 225. 407 Advanced Vibrations (Lect 3.0) Advanced 375 Mechanical Systems for Environmental treatment of discrete and continuous vibratory Control (Lect 3.0) Analysis of refrigeration, systems. Extensive use is made of matrix meth- heating, and air-distribution systems. Synthesis ods and operator notation. Special topics of environmental control systems. include: transmission matrices, relative coordi- Prerequisites: Mc Eng 221, 225. nates, time dependent boundary conditions, 377 Environmental Quality Analysis and Control approximate techniques for linear systems, non- (Lect 3.0) Study of the thermal and particulate linear systems, and random excitations. effluents of engineering systems, such as Prerequisite: Mc Eng or Ae Eng 307 or E Mech engines, fossil-fuel fired, and nuclear power 361. (Co-listed with Ae Eng 407) plants. Investigation of the techniques for meas- 408 Finite Element Approximation II-Second urement and control of combustible and particu- Course (Lect 3.0) Continuation of Finite late discharges. Development of stochastic mod- Element Approximation I-An Introduction; ele- els and other comprehensive techniques for pre- ment selection and interpolation estimates, diction of particulate and energy transport and Lagrange, Hermite, and Isoparametric elements; distribution phenomena. mixed, hybrid, penalty and boundary elements; 379 Fluid Systems and Controls (Lect 3.0) eigenvalue and time-dependent problems; Analysis and design of pneumatic, fluidic, and three-dimensional and nonlinear problems. hydraulic power and control systems, particular Prerequisite: E Mech 307 or Mc Eng 312 or Ae emphasis on the basic mechanics of pneumatic Eng 352. (Co-listed with E Mech 408, Ae Eng and fluidic components and systems. 408) Prerequisites: Mc Eng 231, 279. 409 Engineering Acoustics II (Lect 3.0) Expanded 381 Mechanical and Aerospace Control Systems treatment of the theory of sound generation and (Lect 3.0) Synthesis of mechanical and aero- propagation. The acoustic source, dipole, and space systems to perform specific control func- quadrupole. Noise sources due to vibration and tions. Response and stability are studied. fluid flow. Sound propagation in the atmosphere. Singular value analysis for stability margins is The transmission of sound in ducts. Propeller, introduced. Prerequisite: Mc Eng 279 or Ae Eng fan, and jet noise. Prerequisite: Mc Eng or Ae 361. (Co-listed with Ae Eng 381) Eng 309. (Co-listed with Ae Eng 409) 382 Introduction to Composite Materials & 410 Seminar (Variable) Discussion of current topics. Structures (Lect 3.0) Introduction to fiber-rein- (Co-listed with Ae Eng 410 and E Mech 410) forced composite materials and structures with 413 Advanced Dynamics of Machinery (Lect 3.0) emphasis on analysis and design. Composite Current problems in aerospace dynamics are micromechanics, lamination theory and failure treated using methods of analytical mechanics; criteria. Design procedures for structures made gyroscopic phenomena; the calculus of varia- of composite materials. An overview of fabrica- tions; stability of systems, to include approxi- tion and experimental characterization. mate techniques. Prerequisite: Mc Eng or Ae Prerequisite: Bas En 110. (Co-listed with E Mech Eng 313. (Co-listed with Ae Eng 413) 381 and Ae Eng 311) 419 Microscopic Thermodynamics (Lect 3.0) A 383 Industrial Applications of Composite microscopic treatment of thermodynamic con- Materials Technology (Lect 3.0) Composite cepts using the statistical approach. The kinetic materials-industrial applications. Fibers and theory of an ideal gas including transport phe- matrices. Fabrication and NDI. Lamination nomena. A comprehensive introduction to 158 — Mechanical Engineering Courses

Maxwell-Boltzmann and quantum statistics post-duckling behavior of shells, and provides a including the relationship between particular basis for all shell theories which account for functions and thermodynamic properties. An anisotropy, plasticity, creep, thermal strains, introduction to the ensemble method of Gibbs internal reinforcements, and transverse shearing for systems of dependent particles. deformations. Prerequisite: Math 325. (Co-list- Prerequisite: Mc Eng or Ae Eng 319. (Co-listed ed with E Mech 432) with Ae Eng 419) 433 Gas Dynamics II (Lect 3.0) A continued study 423 Viscous Fluid Flow (Lect 3.0) Fundamentals of of compressible fluid flow phenomena; bodies of viscous fluids for incompressible and compressi- revolution and slender body theory; transonic ble flows governed by Navier-Stokes equations; flow; unsteady one-dimensional motion includ- exact, approximate, and numerical solutions for ing small amplitude waves, continuous flow, and steady and unsteady laminar flows; stability, shock waves; the shock tube; shockwave bound- transition, and turbulence, CFD simulations of ary layer interactions. Prerequisite: Mc Eng or internal and external flows. Prerequisite: Mc Ae Eng 431. (Co-listed with Ae Eng 433) Eng or Ae Eng 331. (Co-listed with Ae Eng 423) 435 Turbulence in Fluid Flow (Lect 3.0) 424 Theory of Stability II (Lect 3.0) Buckling of Fundamentals of statistical theory of turbulence; plates and shells, dynamic stability of elastic turbulence modeling for transport processes of systems, and nonconservative systems. heat, mass, and momentum; closure schemes Prerequisite: E Mech 334 or Mc Eng 334 or Ae for Reynolds-averaged Navier-Stokes equations Eng 334. (Co-listed with E Mech 435) in free turbulence and wall turbulence; CFD sim- 425 Heat Transfer by Conduction (Lect 3.0) A ulations of turbulent flows. Prerequisite: Mc Eng study of conduction heat transfer in solids by or Ae Eng 331. (Co-listed with Ae Eng 435 and analytical and other methods. Prerequisite: Mc Ch Eng 435) Eng or Ae Eng 325. (Co-listed with Ae Eng 425) 436 Advanced Fracture Mechanics (Lect 3.0) 427 Heat Transfer by Convection (Lect 3.0) An Mathematical theories of equilibrium cracks and analytical study of convective heat transfer in brittle fracture, mathematical analysis of elastic- laminar and turbulent flows; forced convection, plastic fracture mechanics, COD, R-curve and J- natural convection, and mixed convection; com- integral analysis. Prerequisite: Ae Eng 336 or E bined heat and mass transfer; heat transfer with Mech 336 or Mc Eng 336. (Co-listed with E Mech change of phase; instability of laminar flow; cur- 436) rent topics in convection. Prerequisite: Mc Eng 437 Physical Gas Dynamics I (Lect 3.0) Features or Ae Eng 325. (Co-listed with Ae Eng 427) of high temperature gas flows including the 429 Heat Transfer by Radiation (Lect 3.0) A study development of the necessary background from of the nature of thermal radiation; implications kinetic theory, statistical mechanics, chemical from electromagnetic theory; radiative charac- thermodynamics and chemical kinetics. teristics of surfaces; enclosures; configuration Equilibrium and non-equilibrium gas properties factors; radiosity; specular and diffuse reflec- and gas flows are included. Prerequisite: Mc Eng tion; transfer in absorbing, emitting and scatter- or Ae Eng 331. (Co-listed with Ae Eng 437) ing media; combined radiation conduction and 439 Physical Gas Dynamics II (Lect 3.0) Features convection; experimental methods. the study of transition regime gas dynamics Prerequisite: Mc Eng or Ae Eng 325. (Co-listed including the concept of molecular velocity dis- with Ae Eng 429) tribution, gas-solid interaction, the Boltzmann 430 Theory of Plates (Lect 3.0) General coverage equation, nonequilibrium flow and solutions to of various approaches to plate problems and the specific problems in transition flow. application of these methods to practical prob- Prerequisite: Mc Eng or Ae Eng 331. (Co-listed lems. Special topics include applications to elas- with Ae Eng 439) tic foundations, buckling and energy methods in 441 Advanced Energy Conversion (Lect 3.0) An plate theory. Prerequisite: Math 325. (Co-listed analytical study of power producing systems with E Mech 431) with emphasis on new techniques and energy 431 Gas Dynamics I (Lect 3.0) A critical analysis of sources. All basic methods of energy conversion the phenomena governing the flow of a com- are covered from detailed physical descriptions pressible fluid; introduction to flow in two and to mathematical analysis. Included are advanced three dimensions; Prandil-Meyer expansions; heat engines, nuclear power reactors, thermo- small perturbations in subsonic and supersonic electric engines, magnetohydrodynamic devices, flows; method of characteristics. Prerequisite: solar energy, fuel cells, and recent develop- Mc Eng or Ae Eng 331. (Co-listed with Ae Eng ments. Prerequisite: Mc Eng (or Ae Eng) 319, or 431) Mc Eng (or Ae Eng) 325 432 Theory of Shells (Lect 3.0) General theory of 443 Engineering Magnetohydrodynamics (Lect stress analysis of shells based on topics in dif- 3.0) Critical study of magnetohydrodynamic ferential geometry and general elasticity theory. power generation and magnetohydrodynamic Theory is applicable to studies of the elastic propulsion; including the study of ionization behavior of flat plates and shells, buckling and processes, gaseous conduction, fundamental Mechanical Engineering Courses — 159

equations of magnetohydrodynamics, exact project is required to provide immediate applica- solutions of magnetohydrdynamic channel flow, tion of the theories. Prerequisite: Mc Eng/Ae one dimensional approximation, boundary layer Eng/Eng Mg 350 or Mc Eng 308 or Mc Eng 356. development and important parameters in mag- (Co-listed with Bas En 420) netohydrodynamics. Prerequisite: Math 322. 475 Advanced Environmental Control (Lect 3.0) (Co-listed with Ae Eng 443) The study of environmental control systems 451 Thermal Stresses I (Lect 3.0) Review of con- including their sizing, control, and energy duction heat transfer principles and formulation requirements. Use of major energy analysis pro- of fundamental thermal stress relations with grams for system evaluation. Prerequisite: Mc closed form and finite element solution of some Eng 375. basic practical problems. Prerequisite: Mc Eng 479 Analysis and Synthesis of Mechanical and 325. (Co-listed with Ae Eng 451) Aerospace Systems (Lect 3.0) A unified treat- 453 Advanced CNC of Manufacturing Processes ment of modern system theory for the & Engineering Metrology (Lect 2.0 and Lab Mechanical and Aerospace Engineering Controls 1.0) Advanced treatment of Computer Numerical Analyst, including analysis and synthesis of lin- Control (CNC) part programming and machine ear and nonlinear systems, compensation and tool metrology. Topics include mathematical optimization of continuous and discrete systems, modeling and characterization of machine tools and theory of adaptivity. Prerequisite: Mc Eng and Coordinate Measuring Machines (CMMs); 381 or Ae Eng 381. (Co-listed with Ae Eng 479) Measurement and analysis of dimensional accu- 483 Aerosol Mechanics & Low Reynolds Number racy, surface finish, precision, and uncertainty; Hydrodynamics (Lect 3.0) Aerosol (hydrosol) Machine tool error modeling and compensation; particle motion under the influence of external Virtual Numerical Control (VNC) Machine Tool forces (inertial, gravitational, electrostatic, modeling, programming, simulation and process phoretic, etc.) particle coagulation, deposition, verification/optimization. Projects include filtration theory applied to clean rooms. advanced CNC programming and simulation. Prerequisite: Mc Eng or Ae Eng 331 or Ch Eng Prerequisite: Mc Eng 353. 336. 455 Modeling and Control of Manufacturing 484 Analysis of Laminated Composite Processes (Lect 3.0) This course covers con- Structures (Lect 3.0) An overview of isotropic trol-oriented modeling, simulation, and control beams, plates, and shells. Bending, vibration, of manufacturing processes. Topics include digi- and buckling of laminated composite beams and tal control, control system hardware, servo- plates: exact and approximate solutions. mechanisms, interpolation, coordinated motion Development of composite shell theory and sim- control, regenerative chatter, and control of plified solutions. Analysis of composite struc- machining and non-traditional processes. tures including transverse shear deformation Control algorithms are implemented on a and thermal effects. Prerequisite: E Mech 381 or machining center. Prerequisites: Mc Eng 355, Mc Eng 382 or Ae Eng 311. (Co-listed with E Mc Eng 381. Mech 484 and Ae Eng 484) 457 Laser Aided Manufacturing and Materials 485 Mechanics of Composite Materials (Lect 3.0) Processing (Lect 3.0) Fundamental studies in Effective moduli of spherical, cylindrical, and laser aided manufacturing and materials pro- lamellar systems. Micromechanics of fiber- cessing including laser principles and optics, matrix interfaces and unidirectional composites. physics of laser-materials interaction, interface Application of shear leg and other approximate responses for rapid solidification, theories on theories to interfaces and composites including non-equilibrium synthesis, modeling of transport fiber pull-out, debonding and matrix cracking. phenomena, optical sensing techniques, current Prerequisite: E Mech 381 or Mc Eng 382 or Ae topics and considerations for lasers in manufac- Eng 311. (Co-listed with E Mech 483 and Ae Eng turing. Prerequisite: Mc Eng 325. 485) 459 Advanced Topics in Design and 487 Finite Element Approximation III - Manufacturing (Lect 3.0) Various topics in the Nonlinear Problems (Lect 3.0) Formulation of area of design and manufacturing will be cov- nonlinear problems, iterative methods, solution ered in this course: development of flexible of nonlinear problems, cover topics of interest to manufacturing systems, CAD/CAM integration, the class. Prerequisite: E Mech 408 or Mc Eng rapid prototyping, etc. Prerequisite: Mc Eng 408 or Ae Eng 408. (Co-listed with E Mech 487 355. and Ae Eng 487) 461 Modern Product Design (Lect 3.0) Modern 490 Research (Variable) Investigations of an product development, design and prototyping advanced nature leading to the preparation of a are examined from a product architecture stand- thesis or dissertation. Consent of instructor point in this course. Functional modeling tech- required. niques are used to establish the architecture of 491 Internship (Variable) Students working toward a product and recently developed theories and a doctor of engineering degree will select, with techniques for design are covered. A prototyping the advice of their committees, appropriate 160 — Metallurgical Engineering Courses

problems for preparation of a dissertation. The lurgical principles to the casting of metals. problem selected and internship plan must con- Prerequisite: Mt Eng 221 or Mc Eng 153. form to the purpose of providing a high level 308 Metals Casting Laboratory (Lab 1.0) An engineering experience consistent with the advanced laboratory study of mold materials, intent of the doctor of engineering degree. metal flow, and cast metals. Emphasis is given 493 Oral Examination (0.0 Hours) After completion to design of gating, risering, and ladle treatment of all other program requirements, oral exami- techniques required for economical, highquality nations for on-campus M.S./Ph.D. students may castings. Prerequisite: Accompanied or preced- be processed during intersession. Off-campus ed by Mt Eng 307. M.S. students must be enrolled in oral examina- 310 Seminar (Variable) Discussion of current topics. tion and must have paid an oral examination fee 311 Metals Joining (Lect 2.0) Metals joining at the time of the defense/comprehensive exam- processes such as welding and brazing. Effects ination (oral/ written). All other students must of welding on materials. Treatment and proper- enroll for credit commensurate with uses made ties of welded joints. Welding defects and quali- of facilities and/or faculties. In no case shall this ty control. Prerequisite: Mt Eng 121 or 221. be for less than three (3) semester hours for 313 Scanning Electron Microscopy (Lect 2.0 and resident students. Lab 1.0) A course in the theory and application 495 Continuous Registration (Lect 1.0) Doctoral of scanning electron microscopy and x-ray candidates who have completed all requirements microanalysis. Topics considered are electron for the degree except the dissertation, and are optics, image formation and analysis; x-ray gen- away from the campus must continue to enroll eration, detection and analysis; and characteri- for at least one hour of credit each registration zation of fracture surfaces. Prerequisites: Mt period until the degree is completed. Failure to Eng 215 and 216 or course in optical microscopy do so may invalidate the candidacy. Billing will - consent of instructor required. be automatic as will registration upon payment. 315 Metallurgical Process Design Principles (Lect 2.0) Application of mass, component and METALLURGICAL ENGINEERING energy balances for metallurgical design. The fundamentals of engineering economic analysis 300 Special Problems (Variable) Problems or read- will be examined and experimental design tech- ings on specific subjects or projects in the niques will be introduced. Students will be pre- department. Consent of instructor required. pared for the selection and planning of the sub- 301 Special Topics (Variable) This course is sequent design project. Prerequisite: Senior designed to give the department an opportunity standing in Mt Eng. to test a new course. Variable title. 316 Metallurgical Design Project (Lab 2.0) 303 New Developments in Chemical Metallurgy Student groups will undertake selected projects, (Variable) Survey of selected modern processes which will represent a capstone design experi- for the production of metals, the treatment of ence utilizing skills, understanding and data wastes, and recycling of metal values. from previous courses. The faculty supervised Processes are studied with respect to raw mate- open-ended design projects will involve a variety rials, chemical reactions, energy consumption, of tasks appropriate to the metallurgical engi- process intensity, yield and environmental neer. Prerequisite: Mt Eng 315. impact. Prerequisite: Mt Eng 203. 321 Metal Deformation Processes (Lect 3.0) An 305 Nondestructive Testing (Lect 2.0 and Lab 1.0) introduction to metal deformation concepts fol- Principles and application of various means of lowed by a study of various forming processes nondestructive testing of metallic materials. from both the analytical and applied viewpoints. Radiological inspection methods, ultrasonic test- Processes to include: forging, wire drawing, ing, magnetic methods, electrical and eddy cur- extrusion, rolling, sheet metal forming, and oth- rent methods, and others. In addition, laborato- ers. Prerequisite: Mt Eng 221. ry exercises using industrial grade NDT equip- 325 Fundamentals of Materials Behavior I (Lect ment to inspect a variety of parts and materials. 3.0) Introduces students without a metallurgical Prerequisites: Physics 24 or 25. background to the physical, chemical and struc- 306 Nondestructive Testing Laboratory (Lab 1.0) tural basis of the equilibrium behavior of materi- Application of radiological and ultrasonic meth- als. Includes thermodynamic potentials, phase ods of nondestructive testing of metallic materi- equilibria, phase diagrams and their relation to als. A radiographic X-ray units and ultrasonic microstructure and chemical thermodynamics of equipment are used in the inspection of a vari- condensed phases. Prerequisites: Graduate ety of materials and manufactured parts. standing, Math 204, Physics 107. (Not for met- Prerequisite: Accompanied or preceded by Mt allurgy majors) (UMR Engineering Education Eng 305. Center, St. Louis only). 307 Metals Casting (Lect 2.0) An advanced course 327 Fundamentals of Materials Behavior II (Lect in the materials and methods used in modern 3.0) A continuation of Metallurgy 325 emphasiz- metals casting processes. Application of metal- ing the kinetic processes involved in materials Metallurgical Engineering Courses — 161

behavior. Concepts of the theory of absolute exchange and liquid/liquid extraction. reaction rates, diffusion in metallic solids, ele- Prerequisite: Mt Eng 241. mentary dislocation theory, plastic deformation, 353 Mineral Processing II (Mechanics and Design) crystallization solid state phase transformations. (Lect 2.0 and Lab 1.0) Mineral particle mechan- Prerequisite: Mt Eng 325. (Not for metallurgy ics of comminution, sizing, classification, con- majors) (UMR Engineering Education Center, St. centration, filtering and thickening. Mill and Louis only). equipment selection and design including flow- 329 Material Selection, Fabrication, and Failure sheet development and plant assessment. (Lect 3.0) Factors governing the selection of Prerequisite: Mt Eng 241. materials for specific needs, fabrication, heat 354 Metallurgical Process Simulation and treatment, surface treatment, and other aspects Control (Lect 1.0 and Lab 1.0) Simulation of in the production of a satisfactory component. metallurgical processes through the use of theo- Failure analysis and remedies. Lecture plus retical and empirical models, numerical meth- assigned problems. Prerequisites: Mt Eng 217, ods, and analog representation. Introduction to 218, 221. instrumentation, computer interfacing and 331 Steels and Their Treatment (Lect 3.0) process control theory. Prerequisites: Mt Eng Industrially important ferrous alloys are 121, 125, 126. described and classified. The selection of proper 355 Process Metallurgy Applications (Lect 2.0) heat treatments to facilitate fabrication and to Application of thermodynamics to process metal- yield required service properties in steels suit- lurgy. Equilibrium calculations with stoichiometry able for various applications is considered. and heat balance restrictions, phase transforma- Prerequisites: Mt Eng 271, 218. tions, and solution thermodynamics. Use of ther- 332 Metals Treatment Laboratory (Lab 1.0) The modynamic software to solve complex equilibria students plan and perform experiments that in metallurgical applications. Prerequisite: Mt illustrate heat treating processes and their Eng 281. effects on the properties and structure of com- 358 Steelmaking (Lect 3.0) Introduction to the fun- mercial alloys. Prerequisite: Accompanied or damentals and unit processes used to turn preceded by Mt Eng 331. impure iron and scrap into steel. Includes desul- 333 Nonferrous Alloys (Lect 3.0) Structure and furization, BOF and electric furnace operations, properties of nonferrous alloys (Al, Ti, Mg, Ni ladle metallurgy, casting, and stainless steel and Cu) are described. The role of processing manufacture. and microstructure in the development of 359 Environmental Aspects of Metals mechanical properties is emphasized. Manufacturing (Lect 3.0) Introduction to envi- Prerequisites: Mt Eng 217 or Mt Eng 377. ronmental aspects of metal extraction, melting, 341 Nuclear Materials I (Lect 3.0) Fundamentals of casting, forming, and finishing. Subjects include materials selection for components in nuclear history of environmental movement and regula- applications. Design and fabrication of UO2 fuel; tions permitting, risk analysis, disposal and reactor fuel element performance; mechanical recycling of metal manufacturing residues, envi- properties of UO2; radiation damage and effects, ronmental ethics, environmental technologies including computer modeling; corrosion of mate- and case studies. Prerequisite: Junior/Senior rials in nuclear reactor systems. Prerequisites: standing. Nu Eng 205, Nu Eng 223, Mt Eng 121. (Co-list- 361 Alloying Principles (Lect 3.0) Basis for alloy ed with Nu Eng 341) design and property control. Predictions of phase 343 Nuclear Materials II (Lect 3.0) Extractive met- stability, alloy properties and metastable phase allurgy of uranium, thorium, and zirconium. possibilities; interfaces in solids and their role in Equation of state of UO2 and fuel chemistry. phase transformations. Prerequisites: Mt Eng LMFBR fuel and interaction of sodium and stain- 217, 218. less steel. Materials for fusion and other 363 Metal Coating Processes (Lect 3.0) advanced nuclear applications. Reprocessing of Introduction to the current technologies used to spent fuel and disposal. Prerequisite: Mt Eng enhance metal performance, particularly corro- 341. sion resistance, by overlay coatings. Deposition 350 Composites (Lect 3.0) An introduction to the processes are emphasized and the fundamentals structure, properties and fabrication of fiber and of the behavior of the films in high technology particulate composites. Prerequisites: Mt Eng and electronic materials applications is dis- 215 & 211 or Cr Eng 102 & 242. cussed. Prerequisites: Mt Eng 202, 203. 351 Mineral Processing II (Flotation and 367 Introduction to Powder Metallurgy (Lect 2.0 Hydrometallurgy) (Lect 2.0 and Lab 1.0) Froth and Lab 1.0) A survey of the powder metallurgy flotation including mineral surfaces, double layer field, from fabrication of powders to finishing theory, zeta potential, hydrophobicity, adsorp- operations. Includes all basics of powder metal- tion, collectors, frothers, modulation, kinetics, lurgy and many new processes currently used in and sulphide and acid flotation systems. industry. Also covers design, production, eco- Hydrometallurgy including leaching, ion nomics and energy concerns. Hands-on 162 — Metallurgical Engineering Courses

laboratory time is included. Prerequisites: Mt product quality, environmental impact, energy Eng 217, 218. consumption, capital cost and process control. 375 Metallurgical Failure Analysis (Lect 3.0) Prerequisite: Mt Eng 355. Application of the principles of manufacturing 407 Powder Metallurgy (Lect 2.0) Production of and mechanical metallurgy for the analysis of metal powders, and the consolidation of powders failed components. Analytical techniques such as into solid forms. Sintering, homogenization, and Scanning Electron Microscopy, Optical plastic deformation of the compacts as applied Metallography, and High Resolution Photography to the production of metals and alloys. are used to characterize microstructure and frac- Prerequisites: Mt Eng 217, 218. tographic features. In addition, appropriate 409 The Structure of Metals (Lect 3.0) Principles methods to gather data, assimilate it, and draw governing the crystal structure of metals and conclusions from the data such that it will stand alloys and the effect of structure upon the up in a court of law will be addressed. mechanical and physical properties of commer- Prerequisite: Senior or Graduate Student stand- cial metals and alloys. A general theory of dislo- ing. cations and their behavior is included. 377 Principles of Engineering Materials (Lect Prerequisite: Mt Eng 217. 3.0) Examination of engineering materials with 410 Seminar (Variable) Discussion of current topics. emphasis on selection and application of materi- 414 Transmission Electron Microscopy (Lect 2.0 als in industry. Particular attention is given to and Lab 1.0) A course in the theory and applica- properties and applications of materials in tion of transmission electron microscopy. Topics extreme temperature and chemical environ- considered are electron optics, image formation, ments. A discipline specific design project is defect structures, specimen preparation, con- required. (Not a technical elective for under- trast theory and electron diffraction. graduate metallurgy or ceramic majors) (Co-list- Prerequisite: Mt Eng 313. ed with Ae Eng 377, Ch Eng 347, Physics 377, Cr 415 Advanced Physical Metallurgy, Phase Eng 377) Transformations (Lect 3.0) Fundamentals of 381 Corrosion and Its Prevention (Lect 3.0) A phase transformations which proceed by nucle- study of the theories of corrosion and its appli- ation and diffusional growth discussed in the cation to corrosion and its prevention. light of recent research; nucleation and growth Prerequisite: Chem 243 or Mt Eng 281. (Co-list- theory leading to an understanding of the mor- ed with Ch Eng 381) phology of microstructures; transformation, pre- 385 Mechanical Metallurgy (Lect 3.0) Elastic and cipitation, spinodal decompositions, massive plastic behavior of metallic single crystals and transformation. Prerequisites: Chem 243, Mt polycrystalline aggregates. Resulting changes in Eng 355. mechanical properties are considered. Included 421 Ferrous Metals Casting (Lect 2.0) An are applications to metal fabrication. advanced study of the metallurgy of cast irons. Prerequisites: Mt Eng 215, 216, Bas En 110. Includes theories of nucleation and growth in 390 Undergraduate Research (Variable) Designed gray, nodular, and malleable irons. The effects of for the undergraduate student who wishes to alloying elements and processing variables on engage in research. Not for graduate credit. Not solidification, heat treatment, and properties of more than six credit hours allowed for gradua- cast irons are examined. tion credit. Subject and credit to be arranged 427 Diffusion (Lect 3.0) Advanced discussion of with the instructor. phenomenological and atomistic theories of dif- 400 Special Problems (Variable) Problems or read- fusion: diffusion mechanisms; diffusion in met- ings on specific subjects or projects in the als and alloys; diffusion in nonmetals; chemical department. Consent of instructor required. diffusion; high diffusivity paths; pressure 401 Special Topics (Variable) This course is dependence of diffusion; diffusion in an electric designed to give the department an opportunity field; diffusion-controlled processes such as to test a new course. Variable title. internal friction. Prerequisite: Mt Eng 361. 403 High Temperature and Corrosion Resistant 429 Advanced Materials Selection and Alloys (Lect 3.0) Fabrication and use of nickel, Fabrication (Lect 3.0) Application of the princi- titanium, and refractory metal based alloys for ples of material selection and the factors gov- use at high temperatures or in chemically corro- erning fabrication, heat treatment, and surface sive environments. Properties and strengthening treatment. Weekly assignments requiring library mechanisms of these alloys. Theory of high tem- research and written reports. Lecture plus class- perature oxidation and corrosion and design of room discussion of assigned problems. alloys to prevent them. Prerequisites: Mt Eng 431 Gas-Metal Reactions (Lect 2.0) The thermody- 217, 218. namics of gas-metal reactions in controlled 404 Recent Advances in Extractive Metallurgy atmospheres used in heat treating and surface (Lect 2.0) A survey of extractive processes treatment of metals and alloys. Prerequisites: recently developed in the light of modern Mt Eng 217, 218, Chem 243. requirements with respect to raw materials, Mining Engineering Courses — 163

451 Refining of Metals (Variable) Principles and be processed during intersession. Off-campus applications of thermochemistry, phase equilib- M.S. students must be enrolled in oral examina- ria, and kinetics as applied to the refining of tion and must have paid an oral examination fee metals and alloys. Theory of dilute solutions, at the time of the defense/comprehensive exam- interaction coefficients and reactions of metals ination (oral/ written). All other students must with gases and slags. Analysis and design of enroll for credit commensurate with uses made refining processes. Optional third credit hour of facilities and/or faculties. In no case shall this requires a term paper. Prerequisite: Mt Eng 355 be for less than three (3) semester hours for or Cr Eng 259. resident students. 454 Metallurgical Process Simulation and 495 Continuous Registration (Lect 1.0) Doctoral Control (Lect 2.0 and Lab 1.0) A graduate candidates who have completed all requirements course dealing with process simulation, instru- for the degree except the dissertation, and are mentation and process control in process metal- away from the campus must continue to enroll lurgy. The student is required to build computer for at least one hour of credit each registration models of metallurgical and engineering period until the degree is completed. Failure to processes, interface instrumentation with data do so may invalidate the candidacy. Billing will acquisition systmes and to demonstrate and be automatic as will registration upon payment. solve process control problems utilizing mathe- matical techniques and interactive computer MINING ENGINEERING programs. 455 Chemical Metallurgy (Lect 3.0) The theory and 300 Special Problems (Variable) Problems or read- application of basic chemical principles to the ings on specific subjects or projects in the extraction, refining and general chemical behav- department. Consent of instructor required. ior of metals and alloys. Independent study proj- 301 Special Topics (Variable) This course is ect will focus on process design options empha- designed to give the department an opportunity sizing environmental aspects of flow sheet to test a new course. Variable title. development. Prerequisites: Physics 107, Chem 302 Computer Applications in the Mining & 243. Minerals Industry (Lect 2.0 and Lab 1.0) 457 Transport Phenomena in Extractive History of computer technology usage in the Metallurgy (Lect 3.0) The application of chemi- mining industry. Exposure to the use of com- cal reaction engineering principles to metallurgi- puters in mine planning, design, exploration, cal processes. Residence-time districution in ventilation & environment, rock mechanics, open reactors and its effect on performance, pit stability, simulation of mining systems and topochemical gas-solid reactors, two-film theory equipment selection. of mass transfer applied to slag-metal and gas- 305 Explosives Handling and Safety (Lect 1.0) metal reactions. Prerequisite: Mt Eng 355 or Basic handling & safety for explosives, explosive equivalent. devices and ordnance related to laboratory han- 459 Advanced Environmental Aspects of dling, testing, manufacturing & storage, for both Metallurgy (Lect 3.0) Studies of environmental civil and defense applications. For “credit offer- aspects of metal extraction, melting, refining, ing” of the UMR Explosives Handling & Safety casting, and forming. Subjects covered will Industrial Short Course. include regulations, permitting, risk analysis, 306 Material Processing by High-Pressure disposal and recycling. Prerequisite: Graduate Water Jet (Lect 3.0) Methods of generating standing. high pressure water jets; standard equipment, 478 Thermodynamics and Kinetics of Materials existing techniques and basic calculations. (Lect 4.0) The principles and applications of Applications of water jets to materials cutting solution thermodynamics and kinetics are dis- and mineral processing. Safety rules. The cussed relative to materials systems to explain course will be supported by laboratory demon- phase equilibria, chemical processes and phase strations. (Co-listed with Mc Eng 306) transformations. Topics considered include 307 Principles of Explosives Engineering (Lect phase diagrams, gas-solid reactions, liquid-solid 2.0 and Lab 1.0) Theory and application of reactions, diffusion, reaction rate theory, con- explosives in the mining industry; explosives, ductivity in ceramics, nucleation and growth dur- initiating systems, characteristics of explosive ing phase transformation. Prerequisite: reactions and rock breakage, fundamentals of Graduate Standing. blast design, drilling and blasting, regulatory and 490 Research (Variable) Investigations of an safety considerations. Prerequisites: Ge Eng 50; advanced nature leading to the preparation of a accompanied or preceded by either Cv Eng 215 thesis or dissertation. Consent of instructor or Geo 220. required. 308 Drilling and Blasting (Lect 1.0 and Lab 1.0) 493 Oral Examination (0.0 Hours) After completion The mechanics of rock breakage in drilling and of all other program requirements, oral exami- blasting. Drill equipment systems, and the appli- nations for on-campus M.S./Ph.D. students may cation of engineering principles in the design of 164 — Mining Engineering Courses

blasting rounds for construction and mining mines. Cost effective mining methods: placer excavation problems. Prerequisite: Mi Eng 307. mining, stripping, open pit mining, quarrying. 311 Mine Plant Management (Lect 2.0) Selection of equipment for surface mining oper- Optimization of mine plant and equipment per- ations. Optimization of mine performance. formance. Availability, utilization and reliability Prerequisites: Mi Eng 003, Mi Eng 221; coreq. Mi of equipment; matching equipment and plant to Eng 231. minesite specific conditions; maintenance plan- 343 Coal Mine Development and Production ning, scheduling and control; parts and materi- (Lect 3.0) An in-depth study of all aspects of als supply systems; mine information and man- coal mining, including an overview of coal indus- agement systems. Basics of mine automation try, reserves and geology, planning and develop- and robotics. Prerequisite: Senior standing or ment of coal mines, surface and underground consent of instructor. mechanized methods of face preparation, equip- 317 Mine Power and Drainage (Lect 2.0 and Lab ment, coal extraction, handling and preparation 1.0) Engineering principles of mine power distri- as practiced in the United States. Prerequisite: bution and application and mine dewatering. Accompanied or preceded by Mi Eng 217. Electric power: Basics of electrical circuits, 344 Coal Preparation (Lect 2.0 and Lab 1.0) Coal AC/DC power, transformers, electric meters, properties, sampling, testing, breaking, sizing, power distribution, power management. cleaning and dewatering. Disposal of refuse. Hydraulic power systems. Compressed air in Prerequisites: Mt Eng 241 and senior standing. mines. Mine dewatering: passive and active sys- 345 Strata Control (Lect 3.0) A detailed review of tems. Controlling water inflow. Dewatering artificial ground support, both above and below wells: horizontal and vertical. Water pumping ground, including slope stabilization techniques and pumping systems. Prerequisite: Cv Eng and shaft and tunnel liner design. The use of 230. shotcrete, roofbolts, and solid liners and the 318 Mine Atmosphere Control (Lect 2.0 and Lab principles of underground longwall and room and 1.0) Fundamentals of mine ventilation, including pillar mine support. Longwall and hydraulic min- the principles of airflow, control of gases, dust, ing practice is covered. Prerequisite: Mi Eng and temperature, methane drainage, mine fans, 231. network theory, computer network simulation, 350 Blasting Design and Technology (Lect 2.0 and economics of airflow, with emphasis on and Lab 1.0) Advanced theory and application of analysis, systems design and practical applica- explosives in excavation; detailed underground tion. Prerequisite: Cv Eng 230. blast design; specialized blasting including blast 322 Mine Management (Lect 2.0) Theory and prac- casting, construction and pre-splitting. tice of mine management, including basic man- Introduction to blasting research. Examination agerial functions, management theories, com- of field applications. Prerequisite: Mi Eng 307. munication skills, motivation, leadership, organ- 370 Valuation of Mineral Properties (Lect 3.0) ization, maintenance management, managerial Engineering principles utilized for establishing decision making, cost control, labor relations, values of metallic, fuel, and industrial mineral government relations, ethics, with emphasis in deposits; reserve estimation from exploration presentation skills. Prerequisite: Completion of samples, geostatistics; mine taxation; influence 120 credits in Mining Engineering curriculum. and sensitivity analyses; alternative valuation 324 Underground Mining Methods and techniques. Prerequisite: Mi Eng 270. Equipment (Lect 3.0) Principles of planning, 376 Environmental Aspects of Mining (Lect 3.0) constructing, and operating economically viable Permitting: the legal environment of reclamation underground mines. Cost effective mining meth- and environmental impact assessment; post- ods: room-and-pillar, stopping, caving. Selection mining land-use selection and mine planning for of equipment for underground mining opera- optimum reclamation of all mines: metal, non- tions. Prerequisites: Mi Eng 003, coreq. Mi Eng metal, and coal; unit operations of reclamation: 221 and Mi Eng 231. drainage, backfill, soil replacement, revegeta- 325 Mining Methods for Metal and Industrial tion, maintenance, etc. Prerequisites: Ge Eng Minerals (Lect 4.0) The process of developing 50; Mi Eng 324 and 326 or prereq./coreq. Cv metallic and industrial mineral deposits into pro- Eng 215. (Co-listed with Ge Eng 376) ductive entities. Principles of planning, con- 383 Tunneling & Underground Construction structing, and operating economically viable Techniques (Lect 2.0 and Lab 1.0) Cover both underground and surface mines. Cost effective mechanical excavation and conventional excava- mining methods and equipment selection. tion techniques to underground tunneling and Principles of operation and coordination of min- construction. The emphasis will be on equipment ing projects. Stoping methods, benching meth- selection and prediction of performance expect- ods. Prerequisites: Mi Eng 221, 270. ed of the equipment. Ground control systems 326 Surface Mining Methods and Equipment will be covered as technology emerges. (Lect 3.0) Principles of planning, constructing, Excavation methods and support of large cav- and operating economically viable surface erns, often found in civil structures, will also be Mining Engineering Courses — 165

discussed. A limited focus will be on under- testing, vibration measurement & analysis, ground construction specifications and under- destruction & demilitarization. ground advance rate and cost estimation tech- 407 Theory of High Explosives (Lect 3.0) Study of niques. Prerequisites: Mi Eng 231, Mi Eng 325 the application of chemical thermodynamics and or Cv Eng 215, Cv Eng 216 or Ge Eng 371. the hydrodynamic theory to determine proper- 390 Undergraduate Research (Variable) Designed ties of high explosives; kinetics and reaction for the undergraduate student who wishes to rates; application of the above to the blasting engage in research. Not for graduate credit. Not action of explosives. Prerequisite: Mi Eng 307. more than six credit hours allowed for gradua- 408 Ore Reserve Analysis and Geostatistics tion credit. Subject and credit to be arranged (Lect 2.0 and Lab 1.0) An introduction to princi- with the instructor. ples of geostatistics, theory of spatially correlat- 393 Mine Planning and Design (Lect 2.0 and Lab ed random variables, variance and co-variances 2.0) Selection of a mining design project that and their application on the evaluation of miner- results in the preparation of a comprehensive al resources, ore reserve estimation, strategic engineering report and oral presentation for the exploration, and production planning. Real case economic exploitation of the selected geologic studies from mining industry will be presented. deposit. The course includes instruction and stu- Prerequisite: Mi Eng 270. dent guidance that integrates and applies engi- 409 Mining Property Feasibility Studies and neering economics, sciences, use of commercial Evaluation Procedure (Lect 2.0 and Lab 1.0) A software & principles to develop a mineable systematic phased approach is presented, deposit. Prerequisite: Completion of 120 hours designed to increase the level of confidence and in Mining Engineering curriculum. accuracy of estimates, moving from exploration 400 Special Problems (Variable) Problems or read- through to a “bankable” study. Liability, ethics, ings on specific subjects or projects in the resource/reserves, political/social/investment department. Consent of instructor required. risk, economic parameters, and due diligence 401 Special Topics (Variable) This course is are discussed. Prerequisite: Mi Eng 270 or Geo designed to give the department an opportunity 294 or Cv Eng 241 or Eng Mg 208 or Mi Eng 376 to test a new course. Variable title. or Geop 382. 402 Environmental Controls for Blasting (Lect 410 Seminar (Lect 1.0) Discussion of current topics. 2.0 and Lab 1.0) Advanced blast mechanics; 415 Advanced Mine Health and Safety Design overbreak control including comprehensive cov- (Lect 3.0) Principles of design of coal, metal, and erage of perimeter and smoothwall specialist other mines and associated operations, with blasting techniques and geotechnical factors emphasis on environmental protection and the affecting blast vibration, limits analysis monitor- health and safety of the worker. ing and control; air blast control including limits, 416 Advanced Mineral Engineering Design II monitoring and atmospheric and topographic (Lect 1.0 and Lab 2.0) Incorporation of princi- effects. Prerequisite: Mi Eng 307. ples developed in Mining 415 in advanced design 404 Advanced Mining Systems (Lect 3.0) projects for mineral plants and systems, with Principles of design for the development and emphasis on environmental protection, health, production of hard rock mineral deposits that and safety. Prerequisite: Mi Eng 415. require integrated surface and underground 418 Mine Atmospheric Control II (Lect 3.0) mining methods. Cost considerations leading to Climatic measurements and temperature precal- optimization. Terminal feasibility report required. culations, emergency plans for fan failures and Prerequisites: Mi Eng 224, 226 and 393. mine fires, mine air contaminants, mine noises, 405 Non-Explosives Rock Fragmentation (Lect mine dust, refrigeration and cooling plant layout, 2.0 and Lab 1.0) Modern methods of geotechni- radiation control. Prerequisite: Mi Eng 318. cal excavation are discussed. These include 432 Advanced Rock Mechanics (Lect 3.0) drills, plows, shearers, roadheaders, impact Advanced topics in static and dynamic rock breakers, and tunnel boring machines, together mechanics; elasticity theory, failure theories and with thermal cutting, electron beam, the REAM fracture mechanics applied to rock; stress wave concept and waterjet cutting whether by plain, propagation and dynamic elastic constants; rock cavitating, abrasive-laden, or mechanically mass classification methods for support design; assisted jets. pillar design in coal and metal mines; introduc- 406 Scientific Instrumentation for Explosives tion to numerical models. Prerequisite: Mi Eng Testing & Blasting (Lect 2.0 and Lab 1.0) 231 or Cv Eng 215. Application of scientific principles, equipment 433 Rock Mechanics IV (Lect 3.0) Advanced topics description and operation for instrumentation of in dynamic rock mechanics. Stress ware propa- explosive events including blasting. Topics: Blast gation in the earth, dynamic elastic constants in chamber design, set up, high-speed photogra- isotropic and anisotropic rock, Hopkinson bar phy, motion detection and measurement, explo- impact analysis, spallation and radial fracturing sives sensitivity testing, explosives properties caused by stress pulses, shock ware generation in rock by explosives, shock ware propagation 166 — Nuclear Engineering Courses

and effects. Prerequisite: Mi Eng 231 or Cv Eng 306 Reactor Operation II (Lab 1.0) The operation 215. of the training reactor. The program is similar to 434 Mining Law (Lect 3.0) Federal and state mining that required for the NRC Reactor Operator’s statutes including regulations governing lode license. Students from other disciplines will also and placer claims, leases, environmental protec- benefit from the course. Prerequisite: Nu Eng tion, safety, and taxation. 205. 490 Research (Variable) Investigations of an 307 Nuclear Fuel Cycle (Lect 3.0) Nuclear fuel advanced nature leading to the preparation of a reserves and resources; milling, conversion, and thesis or dissertation. Consent of instructor enrichment; fuel fabrication; in-and-out-of core required. fuel management; transportation, storage, and 491 Internship (Variable) Students working toward disposal of nuclear fuel; low level and high level a doctor of engineering degree will select, with waste management, economics of the nuclear the advice of their committees, appropriate fuel cycle. Prerequisite: Nu Eng 205. problems for preparation of a dissertation. The 308 Reactor Laboratory II (Lect 1.0 and Lab 1.0) problem selected and internship plan must con- A continuation of Nuclear Engineering 304 with form to the purpose of providing a high level experiments of a more advanced nature. engineering experience consistent with the Prerequisite: Nu Eng 304. intent of the doctor of engineering degree. 309 Licensing of Nuclear Power Plants (Lect 2.0) 493 Oral Examination (0.0 Hours) After completion The pertinent sections of the Code of Federal of all other program requirements, oral exami- Regulations, the Nuclear Regulatory nations for on-campus M.S./Ph.D. students may Commission’s Regulatory Guides and Staff be processed during intersession. Off-campus Position Papers, and other regulatory require- M.S. students must be enrolled in oral examina- ments are reviewed. Safety analysis reports and tion and must have paid an oral examination fee environmental reports for specific plants are at the time of the defense/comprehensive exam- studied. ination (oral/ written). All other students must 310 Seminar (Variable) Discussion of current topics. enroll for credit commensurate with uses made Prerequisite: Senior standing. of facilities and/or faculties. In no case shall this 311 Reactor Physics II (Lect 3.0) Analytic and be for less than three (3) semester hours for computer based methods of solving problems of resident students. reactor physics. Prerequisites: Nu Eng 303, 495 Continuous Registration (Lect 1.0) Doctoral Cmp Sc 228. candidates who have completed all requirements 315 Space Nuclear Power and Propulsion (Lect for the degree except the dissertation, and are 3.0) A study of the design, operation and appli- away from the campus must continue to enroll cation of radioisotope power generators and for at least one hour of credit each registration nuclear reactors for space power and propulsion period until the degree is completed. Failure to systems used on both manned and unmanned do so may invalidate the candidacy. Billing will missions. Prerequisite: Math 204, Mc Eng 219. be automatic as will registration upon payment. 319 Nuclear Power Plant Systems (Lect 3.0) A study of current nuclear power plant concepts NUCLEAR ENGINEERING and the environmental economics and safety considerations affecting their design. Includes 300 Special Problems (Variable) Problems or read- such topics as: thermodynamics, thermal ings on specific subjects or projects in the hydraulics, and mechanical and electrical department. Consent of instructor required. aspects of nuclear power facilities. 301 Special Topics (Variable) This course is Prerequisites: Nu Eng 205 and accompanied or designed to give the department an opportunity preceded by Nu Eng 223. to test a new course. Variable title. 322 Nuclear System Design I (Lect 1.0) A prelim- 303 Reactor Physics I (Lect 3.0) Study of neutron inary design of a nuclear system (e.g. a fission interactions, fission, chain reactions, neutron or fusion nuclear reactor plant, a space power diffusion and neutron slowing down; criticality of system, a radioactive waste disposal system). a bare thermal homogeneous reactor. Prerequisites: Nu Eng 311, 319 (Nuclear Power Prerequisites: Math 204 and Nu Eng 203 or Plant Systems) Physics 107. 323 Nuclear System Design II (Lect 3.0) A com- 304 Reactor Laboratory I (Lect 1.0 and Lab 1.0) plete design of a nuclear system (e.g.a fission or Acquaints the student with neutron flux meas- fusion nuclear reactor plant, a space power sys- urement, reactor operation, control rod calibra- tem, a radioactive waste disposal system). tion, reactor power measurement and neutron Prerequisites: Nu Eng 311, Nu Eng 319 (Nuclear activation experiments. Experiments with the Power Plant Systems), Nu Eng 322. thermal column and neutron beam port are also 333 Applied Health Physics (Lect 3.0) Radiation demonstrated. Prerequisites: English 160, Nu sources; external and internal dosimetry; bio- Eng 204 and 205. logical effects of radiation; radiation protection principles; regulatory guides; radioactive and Nuclear Engineering Courses — 167

nuclear materials management. Prerequisite: 400 Special Problems (Variable) Problems or read- Nu Eng 203 or Physics 107. ings on specific subjects or projects in the 335 Radiation Protection Engineering (Lect 3.0) department. Consent of instructor required. Radiation fields and sources including nuclear 401 Special Topics (Variable) This course is reactors, radioactive wastes, x-ray machines, designed to give the department an opportunity and accelerators. Stopping of radiation (Charges to test a new course. Variable title. particles, photons, and neutrons) by matter. 405 Linear Transport Theory (Lect 3.0) Radiation transport methods. Radiation shielding Monoenergetic Boltzmann equation for neutral design. Dose rate calculations. Biological effects particles by the method of singular eigen-func- of radiation. Regulatory guides (10CFR20). tions and polynomial expansions. Prerequisites: Prerequisite: Nu Eng 205. Nu Eng 303, Math 358. 341 Nuclear Materials I (Lect 3.0) Fundamentals of 410 Seminar (Variable) Discussion of current topics. materials selection for components in nuclear 411 Computational Methods in Nuclear applications, design and fabrication of UO2 fuel; Engineering (Lect 3.0) Numerical solution of reactor fuel element performance; mechanical the neutron diffusion and transport equations properties of UO2; radiation damage and effects, utilizing the computer. The Sn and Pn methods including computer modeling; corrosion of mate- are studied in detail. Prerequisites: Nu Eng 305 rials in nuclear reactor systems. Prerequisites: and Cmp Sc 218. Nu Eng 205, Nu Eng 223, Mt Eng 121. (Co-list- 421 Advanced Nuclear Reactor Design (Lect 3.0) ed with Mt Eng 341) Complete design of a nuclear power reactor, 345 Radioactive Waste Management and including analysis of reactor physics and engi- Remediation (Lect 3.0) Sources and classes of neering; layout and design of primary and sec- radioactive waste, long-term decay, spent fuel ondary cooling systems, pressure vessel and storage, transport, disposal options, regulatory thermal shields, control systems; introduction to control, materials issues, site selection and geo- the economics of nuclear power. Prerequisites: logic characterization, containment, design and Nu Eng 311 and 321. monitoring requirements, domestic and foreign 423 Nuclear Reactor Safety (Lect 3.0) Study of waste disposal programs, economic and environ- safety criteria; reactor characteristics pertinent mental issues, history of disposal actions, and to safety; reactor transient behavior; loss of conduct of remedial actions and clean up. coolant accident analysis; emergency core cool- Prerequisite: Math 204. (Co-listed with Geo ing; fuel behavior during accident conditions; 345) reactor risk analysis; current reactor safety 351 Reactor Kinetics (Lect 3.0) Derivation and issues. Prerequisites: Nu Eng 303 and 321. solutions to elementary kinetics models. 425 Plasma Physics (Lect 3.0) Fundamentals of Application of the point kinetics model in fast, kinetic, theory, fluid equations, MHD equations, thermal reactor dynamics, internal and external and applications: wave propagation, shielding feedback mechanism. Rigorous derivation and effect, diffusion, stability, and charged particle solutions of the space dependent kinetics model trajectories. Prerequisite: Nu Eng 361 for Nu fission product and fuel isotope changes during Eng; Physics 411 for Physics. reactor operation. Prerequisite: Nu Eng 205. 431 Radiation Shielding (Lect 3.0) Radiation 361 Fusion Fundamentals (Lect 3.0) Introduction sources; interactions of radiation with matter; to the plasma state, single particle motion, dosimetry and radiation protection guidelines. kinetic theory, plasma waves, fusion, power gen- The particle transport equation and methods of eration, radiation mechanisms, inertial confine- solving it; the Monte Carlo Method; special com- ment and fusion devices, including conceptual putational methods for neutron and gamma fusion power plant designs. Prerequisite: attentuation. Computer codes used in shielding. Preceded or accompanied by Math 204. Shielding materials, shield design. Prerequisite: 381 Probabilistic Risk Assessment I (Lect 3.0) A Nu Eng 303. study of the techniques for qualitative and quan- 441 Effects of Radiation on Solids (Lect 3.0) The titative assessment of reliability, safety and risk theories of the interaction of nuclear radiation associated with complex systems such as those with matter. Experimental approaches to radia- encountered in the nuclear power industry. tion studies, including the sources and dosime- Emphasis is placed on fault tree analysis. try. Nature and properties of crystal imperfec- Prerequisite: Nu Eng 205. tions. The influence of radiation on physical, 390 Undergraduate Research (Variable) Designed mechanical and surface properties of metals and for the undergraduate student who wishes to alloys. Radiation effects on materials other than engage in research. Not for graduate credit. Not those incorporated in nuclear reactors. The more than six credit hours allowed for gradua- annealing of defects. Prerequisite: Mt Eng 341. tion credit. Subject and credit to be arranged 481 Probabilistic Risk Assessment II (Lect 3.0) A with the instructor. continuation of Nu Eng 381 with emphasis on reliability, importance, availability and frequency of occurrence. Advanced topics of phased 168 — Petroleum Engineering Courses

mission analysis and dynamic fault tree analysis role in permitting and compliance monitoring is will be considered. The use of fault tree results presented. Legal and ethical responsibilities are with respect to risk calculations will be studied. discussed. Prerequisite: Senior standing. Prerequisite: Nu Eng 381. 308 Applied Reservoir Simulation (Lect 3.0) 490 Research (Variable) Investigations of an Simulation of actual reservoir problems using advanced nature leading to the preparation of a both field and individual well models to deter- thesis or dissertation. Consent of instructor mine well spacing, secondary recovery required. prospects, future rate predictions and recovery, 491 Internship (Variable) Students working toward coning effects, relative permeability adjustments a doctor of engineering degree will select with and other history matching techniques. Co-req- the advice of their committees, appropriate uisite: Pe Eng 257. problems for preparation of a dissertation. The 310 Seminar (Lect 1.0) Discussion of current topics. problem selected and internship plan must con- (Course cannot be used for graduate credit). form to the purpose of providing a high level Prerequisite: Senior standing in Pe Eng. engineering experience consistent with the 314 Advanced Drilling Technology (Lect 3.0) In- intent of the doctor of engineering degree. depth studies of cost control; hole problems; 493 Oral Examination (0.0 Hours) After completion well planning; drilling fluids and cuttings trans- of all other program requirements, oral exami- port; hydraulics; pressure control, directional nations for on-campus M.S./Ph.D. students may drilling; drill bits; cementing; fishing; wellhead be processed during intersession. Off-campus and tubular designs; computer modeling of M.S. students must be enrolled in oral examina- drilling systems optimized design of drilling pro- tion and must have paid an oral examination fee cedure. Prerequisites: Pe Eng 131, Cv Eng 230, at the time of the defense/comprehensive exam- Cmp Sc 73. ination (oral/ written). All other students must 316 Production Applications (Lect 2.0 and Lab enroll for credit commensurate with uses made 1.0) An introduction to production engineering of facilities and/or faculties. In no case shall this topics: single and multi-phase flow through be for less than three (3) semester hours for pipes; inflow performance; nodal systems analy- resident students. sis; perforating; acidizing; hydraulic fracturing; 495 Continuous Registration (Lect 1.0) Doctoral well completion equipment and practices; pro- candidates who have completed all requirements duction logging; well servicing. Prerequisites: for the degree except the dissertation, and are Cv Eng 230, Pe Eng 131, preceded or accompa- away from the campus must continue to enroll nied by Pe Eng 241. for at least one hour of credit each registration 320 Fundamentals of Petroleum Reservoir period until the degree is completed. Failure to Simulation (Lect 3.0) An introduction to petro- do so may invalidate the candidacy. Billing will leum reservoir simulation. Fundamentals of be automatic as will registration upon payment. finite difference approximation of the partial dif- ferential equations of flow through porous PETROLEUM ENGINEERING media. Discussion of various simulation schemes, data handling, boundary conditions. 300 Special Problems (Variable) Problems or read- Use of a dry gas and black oil simulators. ings on specific subjects or projects in the Prerequisites: Cmp Sc 73, Math 204. department. Consent of instructor required. 323 Artificial Lift (Lect 3.0) This course is a study 301 Special Topics (Variable) This course is of artificial lift methods used to produce liquids designed to give the department an opportunity (oil/water) from wellbores. Methods covered to test a new course. Variable title. include sucker rod (piston) pumps, electric sub- 302 Offshore Petroleum Technology (Lect 3.0) mersible pumps, gas lift, hydraulic lift and An introduction to both the practical and theo- plunger lift. Prerequisite: Pe Eng 241 or equiva- retical aspects of development of offshore oil lent. fields. Practical problems include current drilling 329 Applied Petroleum Reservoir Engineering and workover procedures, oil storage methods, (Lect 3.0) Quantitative study of oil production by and oil transportation problems. Theoretical top- natural forces, gas cap, water influx, solution ics which are introduced include the prediction of gas, etc.; material balance equations, study of wind, wave, and current forces. Prerequisite: Pe gas, non-retrograde gas condensate, and black Eng 131. oil reservoirs. Predictive calculations of oil recov- 303 Environmental Petroleum Applications (Lect ery from different reservoir types. 3.0) This course is a study of environmental pro- Prerequisites: Pe Eng 241 and 242. tection and regulatory compliance in the oil and 333 Reservoir Characterization (Lect 3.0) The gas industry. The impact of various environmen- integration and extrapolation of Geologic, tal laws on drilling and production operations will Geophysical, and Petroleum Engineering data for be covered. Oilfield and related wastes and their flow model construction. handling are described. Federal, state and local 335 Secondary Recovery of Petroleum (Lect 3.0) regulatory agencies are introduced, and their Oil recovery by water or gas injection. Various Physics Courses — 169

prediction methods. Design of water flooding the advice of their committees, appropriate projects. Cyclic steam stimulation of oil wells, problems for preparation of a dissertation. The design criteria. Oil recovery from thermally stim- problem selected and internship plan must con- ulated wells, prediction methods. Brief-introduc- form to the purpose of providing a high level tion to EOR (enhanced oil recovery) methods. engineering experience consistent with the Prerequisites: Pe Eng 241, 242, and Mc Eng 227. intent of the doctor of engineering degree. 341 Well Test Analysis (Lect 2.0 and Lab 1.0) 493 Oral Examination (0.0 Hours) After completion Causes of low well productivity; analysis of pres- of all other program requirements, oral exami- sure buildup tests, drawdown tests, multi-rate nations for on-campus M.S./Ph.D. students may tests, injection well fall off tests, and open flow be processed during intersession. Off-campus potential tests; design of well testing proce- M.S. students must be enrolled in oral examina- dures. Prerequisites: Pe Eng 241 and Math 204. tion and must have paid an oral examination fee 347 Petroleum Engineering Design (Lect 3.0) at the time of the defense/comprehensive exam- Senior capstone design project(s) based on ination (oral/ written). All other students must industry data. Application of reservoir engineer- enroll for credit commensurate with uses made ing: drilling and production engineering princi- of facilities and/or faculties. In no case shall this ples to evaluate and solve an industry problem be for less than three (3) semester hours for such as a new field development, evaluation of resident students. an existing reservoir asset, or analysis of field 495 Continuous Registration (Lect 1.0) Doctoral re-development. Prerequisites: Pe Eng 241, Pe candidates who have completed all requirements Eng 316, and senior standing. for the degree except the dissertation, and are 360 Natural Gas Engineering (Lect 3.0) Gas away from the campus must continue to enroll reserves estimation, deliverability, and future for at least one hour of credit each registration production performance prediction. period until the degree is completed. Failure to Deliverability testing of gas wells including do so may invalidate the candidacy. Billing will isochronal, flow after flow, drawdown and be automatic as will registration upon payment. buildup. Gasfield development and underground storage. Gas production metering gauging and PHYSICS transmission. Prerequisite: Preceded or accom- panied by Pe Eng 241. 300 Special Problems (Variable) Problems or read- 400 Special Problems (Variable) Problems or read- ings on specific subjects or projects in the ings on specific subjects of projects in the department. Consent of instructor required. department. Consent of instructor required. 301 Special Topics (Variable) This course is 401 Special Topics (Variable) This course is designed to give the department an opportunity designed to give the department an opportunity to test a new course. Variable title. to test a new course. Variable title. 302 Physics for Elementary School Teachers 406 Advanced Reservoir Simulation (Lect 3.0) (Lect 2.0 and Lab 1.0) A nonmathematical Advanced techniques in reservoir simulation. review of the fundamental ideas of physics, Prerequisite: Pe Eng 308. including mechanics, matter, energy, sound, 410 Seminar (Variable) Discussion of current topics. electricity, magnetism, astronomy, and light. 417 A Survey of Improved Recovery Processes Emphasis is placed on the development of (Lect 3.0) An overview of current advanced hands-on activities. (For elementary school recovery methods including secondary and terti- teachers or Master of Science for Teachers can- ary processes. An explanation of the primary didates only.) energy mechanism and requirements of these 303 Physics for Secondary School Teachers methods and an analysis of laboratory results (Lect 3.0) A review of the fundamental ideas of and their subsequent field applications. physics, including mechanics, matter, energy, Prerequisite: Pe Eng 335. sound, electricity, magnetism, and light with an 437 Advanced Reservoir Engineering I (Lect 3.0) emphasis on how mathematics can be used to Advanced study of producing mechanisms. help understand the underlying concepts. (For Prerequisites: Pe Eng 308 and Pe Eng 341. secondary teachers or Masters of Science 438 Advanced Reservoir Engineering II (Lect Teachers candidates only.) Prerequisites: Math 3.0) Flow through porous media: derivations and 22 and admission to the MST program. solutions for steady, semi-steady, and transient 305 Astrophysics (Lect 3.0) The structure, physical flow of single and multiple phase flow through characteristics and evolution of stars, binary porous media. Prerequisite: Pe Eng 241. systems, nebulae and galaxies. Prerequisite: 490 Research (Variable) Investigations of an Physics 107. advanced nature leading to the preparation of a 307 Modern Physics II (Lect 3.0) A continuation of thesis or dissertation. Consent of instructor Physics 207. An introduction to nuclear and par- required. ticle physics. Topics include nuclear models, 491 Internship (Variable) Students working toward decays, and reactions, and elementary particles a doctor of engineering degree will select, with and fundamental forces. Prerequisites: Math 170 — Physics Courses

204 or 229, and either Physics 107 with consent The student must specify his objectives, assem- of instructor or Physics 207. ble apparatus, take measurements, analyze the 308 Physical Mechanics (Lect 3.0) This course cov- results, form conclusions, write a report, and ers topics of rigid body motion in three dimen- deliver an oral presentation of the results. sions, moving coordinate frames, two body colli- Prerequisite: Physics 212. sions, conservation laws, small oscillations, gen- 337 Atmospheric Science (Lect 3.0) An introducto- eralized coordinates, and LaGrange’s and ry survey designed to acquaint engineering and Hamilton’s equations. Prerequisite: Physics 208. science students with the fundamentals of 311 Thermal Physics (Lect 3.0) A study of the equi- Atmospheric Science. Topics include atmospher- librium states of matter as governed by the first ic thermodynamics, synoptic scale disturbances, and second laws of thermodynamics. Emphasis atmospheric aerosols (including cloud and pre- is placed on the microscopic approach with an cipitation physics), atmospheric electricity, and introduction to statistical mechanics. Topics radiative transfer. Prerequisities: Mc Eng 221 or include the kinetic theory of (uniform) gases, 227, Ch Eng 141, or Chem 241, or Physics 311. phase equilibria in pure systems, and an intro- (Co-listed with Mc Eng 337) duction to quantum statistics. Prerequisite: 341 Contemporary Optics (Lect 3.0) Basic optics Physics 107 or 207. techniques required in research or optical com- 313 Introduction to General Relativity (Lect 3.0) munication. Topics covered are basic geometric An introduction to the theory of general relativi- optics, commercial lens design programs, semi- ty. Topics covered include the formalism of gen- conductor lasers and LED’s, modulation, optical eral relativity, Einstein’s gravitational field equa- detectors, fiber optics, optical communication tions, the Schwarzschild solution, black holes, systems, and other topics of interest. and cosmological models of the universe. Prerequisite: Physics 24. Prerequisite: Physics 208. 345 Acoustics (Lect 3.0) Theory of oscillating 321 Electricity and Magnetism II (Lect 3.0) A mechanical systems, wave propagation, the pro- continuation of Physics 221. Topics covered duction and transmission of sound, and ultra- include the magnetostatic field, the magnetic sonics. Prerequisites: Math 22 and Physics 24 or vector potential, the magnetostatic field in mat- 25. ter, electrodynamics, and electromagnetic 357 Subatomic Physics (Lect 3.0) An introduction waves. Prerequisite: Physics 221. to elementary particles. Topics include particle 322 Advanced Physics Laboratory I (Lab 3.0) A properties, nuclear forces, particle interactions, laboratory study of the principles of basic exper- the Standard Model for quarks and leptons, fun- iments in all major branches of physics. The damental forces in gauge field theory models, experiments stress design of apparatus, and and the role of elementary particle interactions procedures and analysis in projects involving in cosmology. Prerequisite: Physics 307. electronic, optical, mechanical, and vacuum 361 Introduction to Quantum Mechanics (Lect techniques. Prerequisite: Physics 212. 3.0) The fundamental concepts, postulates and 323 Classical Optics (Lect 3.0) Physical optics and methods of quantum mechanics and their appli- advanced topics in geometrical optics. Topics cations to physical systems. Topics include solu- include ray propagation, electromagnetic propa- tions of the Schrodinger equation for simple sys- gation, mirrors, lenses, interference, diffraction, tems and operator methods. Prerequisites: polarization, imaging systems, and guided Physics 107 or 207, 208. waves. Prerequisites: Math 22 and Physics 24 or 367 Plasma Physics (Lect 3.0) Single-particle 25. (Co-listed with El Eng 323) motions, plasmas as fluids, waves, diffusion, 324 Fourier Optics (Lect 3.0) Applications of equilibrium, stability, kinetic theory, nonlinear Fourier analysis and linear system theory to effects Prerequisites: Math 204 and Physics 107 optics. Topics include scalar diffraction theory, or 207 or Nu Eng 203. Fouriertransforming properties of lenses, optical 371 Laser Physics (Lect 3.0) The generation of information processing, and imaging systems. coherent radiation by lasers and the interaction Prerequisites: El Eng 261 & 275 or Physics 208 of laser radiation with matter. Topics include & 321. (Co-listed with El Eng 324) stimulated emission, population inversion, opti- 326 Fiber and Integrated Optics (Lect 3.0) cal cavities, optical gain, properties of laser Introduction to optical waveguides and their media and other applications. Prerequisite: applications to communication and sensing. Physics 107 or 207. Topics include dielectric waveguide theory, opti- 377 Principles of Engineering Materials (Lect cal fiber characteristics, integrated optic circuits, 3.0) Examination of engineering materials with coupled-mode theory, optical communication emphasis on selection and application of materi- systems, and photonic sensors. Prerequisite: El als in industry. Particular attention is given to Eng 275 or Physics 321. (Co-listed with El Eng properties and applications of materials in 326) extreme temperature and chemical environ- 332 Advanced Physics Laboratory II (Lab 3.0) A ments. A discipline specific design project is senior laboratory involving experimental design. required. (Not a technical elective for under- Physics Courses — 171

graduate metallurgy or ceramic majors) (Co-list- nuclear interactions and scattering cross sec- ed with Ae Eng 377, Ch Eng 347, Mt Eng 377, Cr tions, electroweak interactions, and introduction Eng 377) to quark model and its applications. 381 Elementary Solid State Physics (Lect 3.0) An Prerequisite: Physics 461. introductory study of the structure and physical 461 Quantum Mechanics I (Lect 3.0) Basic formal- Properties of crystalline solids. Included are top- ism applied to selected problems. Schroedinger ics in crystal structure, x-ray diffraction, crystal equation and one dimensional problems, Dirac binding, thermal properties of solids, free elec- notation, matrix mechanics, harmonic oscillator, tron theory and elementary energy band theory. angular momentum, hydrogen atom, variational Prerequisites: Math 204 and Physics 107 or 207. methods, introduction to spin. Prerequisite: 390 Undergraduate Research (Variable) This Physics 361 or equivalent. course is designed for the undergraduate stu- 463 Quantum Mechanics II (Lect 3.0) Perturbation dent who wishes to engage in research. It is not theory, treatment of spin, angular momentum to be used for graduate credit nor for more than addition, Wigner-Eckart theorem; scattering six credit hours of undergraduate credit. The theory including partial wave analysis, born subject and credit are to be arranged with the approximation, and formal scattering theory; instructor. identical particles, introduction to second quan- 400 Special Problems (Variable) Problems or read- tization, and structure of complex atoms. ings on specific subjects or projects in the Prerequisite: Physics 461. department Consent of instructor required. 467 Quantum Statistical Mechanics (Lect 3.0) 401 Special Topics (Variable) This course is Techniques for calculation of the partition func- designed to give the department an opportunity tion with examples drawn from interacting Fermi to test a new course. Variable title. gas, interacting Bose gas, superconductors, and 409 Classical Mechanics I (Lect 3.0) Methods of similar sources. Prerequisites: Physics 413 and Newton, Lagrange, and Hamilton applied to the 463. motion of particles and rigid bodies. Introduction 471 Atomic and Molecular Structure (Lect 3.0) to canonical transformations and Poisson brack- Applications of quantum mechanics to the struc- ets. Classical scattering and small oscillations. ture of atoms and molecules; perturbation and Prerequisites: Math 204, Physics 309. variational calculations, self-consistent field, 410 Seminar (Variable) Discussion of current topics. multiplets, angular momenta, Thomas-Fermi 411 Electrodynamics I (Lect 3.0) A rigorous devel- model, diatomic molecules, spectral intensities. opment of the fundamentals of electromagnetic Prerequisite: Physics 461. fields and waves. Electrostatics, magnetostatics, 473 Atomic Collisions (Lect 3.0) Basic quantum Maxwell’s equations—Green’s function, bound- mechanical concepts involved in atomic scatter- ary value problems, multipoles, conservation ing theory. Topics include the Born approxima- laws. Prerequisites: El Eng 273 and Math 325; tion elastic collisions, and inelastic collisions. Physics 321. Other specific topics will be chosen from the 413 Statistical Mechanics (Lect 3.0) A study of general areas of electron, ion, and atom colli- statistical ensembles; Maxwell-Boltzmann, sions with atoms and molecules. Prerequisite: FermiDirac and Einstein-Bose distribution laws, Physics 471 or 463. application to some simple physical systems. 481 Physics of the Solid State (Lect 3.0) Crystal Prerequisites: Physics 309, 361. symmetry, point and space groups, lattice vibra- 423 Electrodynamics II (Lect 3.0) A continuation tions, phonons, one-electron model, Hartree- of Physics 411. Applications of time-dependent Fock approximation, elementary energy band Maxwell’s equations to such topics as plasmas, theory, transport properties, the Boltzmann wave guides, cavities, radiation; fields of simple equation, introduction to superconductivity, systems and multipoles. Relativity; covariant semiconductors, and magnetism. Prerequisite: formulation of Maxwell’s equations and conser- Physics 461. vation laws, fields of uniformly moving and 483 Selected Topics of the Solid State (Lect 3.0) accelerated charges. Prerequisite: Physics 411. Introduction to many-body perturbation theory, 435 Cloud Physics (Lect 3.0) A study of cloud the use of Feynman’s diagrams, Green’s func- microphysics and dynamics: atmospheric con- tions, treatment of the electron-electron, densation and freezing, nuclei, nucleation, phonon-phonon, and electron-phonon interac- development of liquid or ice phase, percipitation tions, theory of magnetism and theory of super- mechanisms, aerosal scavenging, role of electri- conductivity. Prerequisite: Physics 481. fication, current dynamical models, and review 485 Advanced Quantum Mechanics (Lect 3.0) of diagnostic techniques. Prerequisites: Physics Selected Topics such as many-body problems, 107, Chem 373, Math 325. field theory, S matrix theory and symmetries. 455 Theoretical Nuclear Physics (Lect 3.0) Prerequisite: Physics 465. Structure of simple nuclei, basic properties of 490 Research (Variable) Investigations of an nuclei, shell model, liquid drop model, range- advanced nature leading to the preparation of a energy correlations, fission, fusion, radioactivity, 172 — Statistics Courses

thesis or dissertation. Consent of instructor methods. Topics would include further work on required. regression analysis, control charts, acceptance 493 Oral Examination (0.0 Hours) After completion sampling, nonparametric statistics, goodness of of all other program requirements, oral exami- fit tests, reliability and life-testing, analysis of nations for on-campus M.S./Ph.D. students may experimental designs. Prerequisite: Stat 215. be processed during intersession. Off-campus 343 Probability and Statistics (Lect 3.0) M.S. students must be enrolled in oral examina- Intorduction to the theory of probability and its tion and must have paid an oral examination fee applications, sample spaces, random variables, at the time of the defense/comprehensive exam- binomial, Poisson, normal distributions, derived ination (oral/ written). All other students must distributions, and moment generating functions. enroll for credit commensurate with uses made Prerequisite: Math 22. of facilities and/or faculties. In no case shall this 344 Mathematical Statistics (Lect 3.0) A continua- be for less than three (3) semester hours for tion of Stat 343 with introduction to the theories resident students. of point estimation, hypothesis testing, and 494 Coop Registration (1.0 Hours) Doctoral candi- interval estimation. Includes sufficiency, com- dates participating in a cooperative program pleteness, likelihood and how they apply to the with another UM campus must enroll for one exponential family. Prerequisite: Stat 343. hour of credit each registration period-until 346 Regression Analysis (Lect 3.0) Simple linear degree is completed. Failure to do so may inval- regression, multiple regression, regression diag- idate candidacy. Billing is automatic as is regis- nostics, multicollinearity, measures of influence tration upon payment. and leverage, model selection techniques, poly- 495 Continuous Registration (Lect 1.0) Doctoral nomial models, regression with autocorrelated candidates who have completed all requirements errors, introduction to non-linear regression. for the degree except the dissertation, and are Prerequisites: Math 22 and one of Stat 211, 213, away from the campus must continue to enroll 215, 217, or 343. (Co-listed with Cmp Sc 366) for at least one hour of credit each registration 353 Statistical Data Analysis (Lect 3.0) period until the degree is completed. Failure to Introduction to methods for analyzing statistical do so may invalidate the candidacy. Billing will data from experiments and surveys. Analysis of be automatic as will registration upon payment. variance, correlation, introduction to regression techniques, contingency tables, non-parametric STATISTICS techniques and introduction to modern statistical software. Prerequisites: Math 22 and one of 300 Special Problems (Variable) Problems or read- Stat 115, 213, 215 and 217. ings on specific subjects or projects in the 390 Undergraduate Research (Variable) This department. Consent of instructor required. course is designed for the undergraduate stu- 301 Special Topics (Variable) This course is dent who wishes to engage in research. It is not designed to give the department an opportunity to be used for graduate credit nor for more than to test a new course. Variable title. six credit hours of undergraduate credit. The 305 Making Sense of Data for Elementary subject and credit are to be arranged with the School Teachers (Lect 3.0) An activity based instructor. Prerequisite: Consent of instructor. course that is intended to provide elementary 400 Special Problems (Variable) Problems or read- school teachers with the skills necessary to ings on specific subjects in the department. implement the Probability & Statistics strand of Consent of instructor required. the American Statistical Association of the 401 Special Topics (Variable) This course is National Council of Teachers of Mathematics designed to give the department an opportunity (NCTM) joint. Prerequisite: Graduate Standing. to test a new course. Variable title. 306 Making Sense of Data for Middle School 414 Statistical Time Series Analysis (Lect 3.0) A Teachers (Lect 3.0) An activity based course formal introduction to the fundamentals of sta- that is intended to provide middle school teach- tistical modeling and analysis of discrete time ers with the skills necessary to implement the series. Topics include autoregressive and moving Probability & Statistics strand of the American average processes, ARMA models, second order Statistical Association of the National Council of stationarity, vector processes, autocorrelation Teachers of Mathematics (NCTM) joint. function, Fourier representation, estimationa nd 307 Making Sense of Data for High School prediction of time series. Prerequisites: Stat Teachers (Lect 3.0) An activity based course 343 and Math 203 or 208. that is intended to provide high school teachers 438 Industrial Queueing Theory (Lect 3.0) with the skills necessary to implement the Mathematical methods for modeling and analysis Probability & Statistics strand of the American of queueing systems using probability theory. Statistical Association of the National Council of Topics include: counting processes, discrete- Teachers of Mathematics (NCTM) joint. time processes, single and multiple server 320 Statistical Methods (Lect 3.0) A continuation queues and Markovian queueing processes. of Stat 215 with emphasis on statistical Statistics — 173

Prerequisites: Eng Mg 382, Stat 213 or equiva- 458 Advanced Mathematical Statistics II (Lect lent. (Co-listed with Eng Mg 438) 3.0) A continuation of Stat 457 with the empha- 441 Stochastic Processes (Lect 3.0) Development sis on hypothesis testing. Prerequisite: Stat and application of Poisson and nonhomogeneous 457. Poisson processes; renewal processes; Markov 470 Theory of Reliability (Lect 3.0) Statistical chains and processes including birth and death analyses of life-testing distributions such as the processes; and normal processes, including Weibull, gamma, exponential, logistic, and nor- Brownian motion. Prerequisites: Stat 343 and mal. Reliability estimation, tolerance limits, cen- Math 204 or 229. sored sampling, and applications of Monte-Carlo 443 Nonparametric Statistical Methods (Lect simulation. Prerequisite: Stat 344. 3.0) A course covering distribution free statisti- 490 Research (Variable) Investigations of an cal methods. Topics include: order statistics, advanced nature leading to the preparation of a tests of hypotheses for one-sample and two- thesis or dissertation. Consent of instructor sample problems, analyses of variance, good- required. ness-of-fit tests, runs test, independence and 493 Oral Examination (0.0 Hours) After completion regression problems, point and interval estima- of all other program requirements, oral exami- tion, ARE. Prerequisite: Stat 344. nations for on-campus M.S./Ph.D. students may 444 Design and Analysis of Experiments (Lect be processed during intersession. Off-campus 3.0) Experimental designs and their statistical M.S. students must be enrolled in oral examina- analysis. Includes completely randomized tion and must have paid an oral examination fee designs, complete and incomplete blocking at the time of the defense/comprehensive exam- designs, factorial and fractional factorial experi- ination (oral/ written). All other students must ments, multiple comparisons, response surface enroll for credit commensurate with uses made analysis. Prerequisites: One of Stat 353, Eng Mg of facilities and/or faculties. In no case shall this 387 and one of Stat 211, 213, 215, 217, 343; or be for less than three (3) semester hours for Stat 343 and one of Stat 211, 213, 215, 217. resident students. 445 Multivariate Statistical Methods (Lect 3.0) 495 Continuous Registration (Lect 1.0) Doctoral Analysis of data consisting of simultaneous candidates who have completed all requirements measurements on many variables. Multivariate for the degree except the dissertation and are normal distribution, multivariate analysis of vari- away from the campus must continue to enroll ance, canonical correlation, principal compo- for at least one hour of credit each registration nents, classification and clustering techniques. period until the degree is completed. Failure to Prerequisites: Stat 344 and Math 203. do so may invalidate the candidacy. Billing will 446 Intermediate Probability (Lect 3.0) be automatic as will registration upon payment. Probability spaces, random variables, distribu- tion functions, expectations, independence, con- vergence theorems, characteristic functions, moment generating functions, and central limit theorem. Prerequisites: Stat 344 and Math 315. 453 Linear Statistical Models I (Lect 3.0) Includes a development of the theory of the distribution of quadratic forms, and the estimation of param- eters and testing hypotheses in linear statistical models. Prerequisites: Math 208 and Stat 343 and either Stat 353 or 344. 454 Linear Statistical Models II (Lect 3.0) Includes the theory of polynomial models, regression models, experimental design models, incomplete block models, nonlinear models, with emphasis on optimum properties of point and interval estimation and the power of tests. Prerequisite: Stat 453. 457 Advanced Mathematical Statistics I (Lect 3.0) The theory of estimation and hypothesis testing. Completeness and sufficience. Maximum likelihood, minimax, Bayesian and invariant pro- cedures for testing. Sequential desision rules. Emphasis on estimation. Prerequisites: Stat 344 and Math 315. 174 — Course Information