Nkt PV = Nrt PV = Pa Pressure P = M Volume V = Moles N Particles N
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General Probability, II: Independence and Conditional Proba- Bility
Math 408, Actuarial Statistics I A.J. Hildebrand General Probability, II: Independence and conditional proba- bility Definitions and properties 1. Independence: A and B are called independent if they satisfy the product formula P (A ∩ B) = P (A)P (B). 2. Conditional probability: The conditional probability of A given B is denoted by P (A|B) and defined by the formula P (A ∩ B) P (A|B) = , P (B) provided P (B) > 0. (If P (B) = 0, the conditional probability is not defined.) 3. Independence of complements: If A and B are independent, then so are A and B0, A0 and B, and A0 and B0. 4. Connection between independence and conditional probability: If the con- ditional probability P (A|B) is equal to the ordinary (“unconditional”) probability P (A), then A and B are independent. Conversely, if A and B are independent, then P (A|B) = P (A) (assuming P (B) > 0). 5. Complement rule for conditional probabilities: P (A0|B) = 1 − P (A|B). That is, with respect to the first argument, A, the conditional probability P (A|B) satisfies the ordinary complement rule. 6. Multiplication rule: P (A ∩ B) = P (A|B)P (B) Some special cases • If P (A) = 0 or P (B) = 0 then A and B are independent. The same holds when P (A) = 1 or P (B) = 1. • If B = A or B = A0, A and B are not independent except in the above trivial case when P (A) or P (B) is 0 or 1. In other words, an event A which has probability strictly between 0 and 1 is not independent of itself or of its complement. -
Lecture 2 the First Law of Thermodynamics (Ch.1)
Lecture 2 The First Law of Thermodynamics (Ch.1) Outline: 1. Internal Energy, Work, Heating 2. Energy Conservation – the First Law 3. Quasi-static processes 4. Enthalpy 5. Heat Capacity Internal Energy The internal energy of a system of particles, U, is the sum of the kinetic energy in the reference frame in which the center of mass is at rest and the potential energy arising from the forces of the particles on each other. system Difference between the total energy and the internal energy? boundary system U = kinetic + potential “environment” B The internal energy is a state function – it depends only on P the values of macroparameters (the state of a system), not on the method of preparation of this state (the “path” in the V macroparameter space is irrelevant). T A In equilibrium [ f (P,V,T)=0 ] : U = U (V, T) U depends on the kinetic energy of particles in a system and an average inter-particle distance (~ V-1/3) – interactions. For an ideal gas (no interactions) : U = U (T) - “pure” kinetic Internal Energy of an Ideal Gas f The internal energy of an ideal gas U = Nk T with f degrees of freedom: 2 B f ⇒ 3 (monatomic), 5 (diatomic), 6 (polyatomic) (here we consider only trans.+rotat. degrees of freedom, and neglect the vibrational ones that can be excited at very high temperatures) How does the internal energy of air in this (not-air-tight) room change with T if the external P = const? f ⎡ PV ⎤ f U =Nin room k= T Bin⎢ N room = ⎥ = PV 2 ⎣ kB T⎦ 2 - does not change at all, an increase of the kinetic energy of individual molecules with T is compensated by a decrease of their number. -
Nuclear Data Library for Incident Proton Energies to 150 Mev
LA-UR-00-1067 Approved for public release; distribution is unlimited. 7Li(p,n) Nuclear Data Library for Incident Proton Title: Energies to 150 MeV Author(s): S. G. Mashnik, M. B. Chadwick, P. G. Young, R. E. MacFarlane, and L. S. Waters Submitted to: http://lib-www.lanl.gov/la-pubs/00393814.pdf Los Alamos National Laboratory, an affirmative action/equal opportunity employer, is operated by the University of California for the U.S. Department of Energy under contract W-7405-ENG-36. By acceptance of this article, the publisher recognizes that the U.S. Government retains a nonexclusive, royalty- free license to publish or reproduce the published form of this contribution, or to allow others to do so, for U.S. Government purposes. Los Alamos National Laboratory requests that the publisher identify this article as work performed under the auspices of the U.S. Department of Energy. Los Alamos National Laboratory strongly supports academic freedom and a researcher's right to publish; as an institution, however, the Laboratory does not endorse the viewpoint of a publication or guarantee its technical correctness. FORM 836 (10/96) Li(p,n) Nuclear Data Library for Incident Proton Energies to 150 MeV S. G. Mashnik, M. B. Chadwick, P. G. Young, R. E. MacFarlane, and L. S. Waters Los Alamos National Laboratory, Los Alamos, NM 87545 Abstract Researchers at Los Alamos National Laboratory are considering the possibility of using the Low Energy Demonstration Accelerator (LEDA), constructed at LANSCE for the Ac- celerator Production of Tritium program (APT), as a neutron source. Evaluated nuclear data are needed for the p+ ¡ Li reaction, to predict neutron production from thin and thick lithium targets. -
Thermodynamics
ME346A Introduction to Statistical Mechanics { Wei Cai { Stanford University { Win 2011 Handout 6. Thermodynamics January 26, 2011 Contents 1 Laws of thermodynamics 2 1.1 The zeroth law . .3 1.2 The first law . .4 1.3 The second law . .5 1.3.1 Efficiency of Carnot engine . .5 1.3.2 Alternative statements of the second law . .7 1.4 The third law . .8 2 Mathematics of thermodynamics 9 2.1 Equation of state . .9 2.2 Gibbs-Duhem relation . 11 2.2.1 Homogeneous function . 11 2.2.2 Virial theorem / Euler theorem . 12 2.3 Maxwell relations . 13 2.4 Legendre transform . 15 2.5 Thermodynamic potentials . 16 3 Worked examples 21 3.1 Thermodynamic potentials and Maxwell's relation . 21 3.2 Properties of ideal gas . 24 3.3 Gas expansion . 28 4 Irreversible processes 32 4.1 Entropy and irreversibility . 32 4.2 Variational statement of second law . 32 1 In the 1st lecture, we will discuss the concepts of thermodynamics, namely its 4 laws. The most important concepts are the second law and the notion of Entropy. (reading assignment: Reif x 3.10, 3.11) In the 2nd lecture, We will discuss the mathematics of thermodynamics, i.e. the machinery to make quantitative predictions. We will deal with partial derivatives and Legendre transforms. (reading assignment: Reif x 4.1-4.7, 5.1-5.12) 1 Laws of thermodynamics Thermodynamics is a branch of science connected with the nature of heat and its conver- sion to mechanical, electrical and chemical energy. (The Webster pocket dictionary defines, Thermodynamics: physics of heat.) Historically, it grew out of efforts to construct more efficient heat engines | devices for ex- tracting useful work from expanding hot gases (http://www.answers.com/thermodynamics). -
Grading System the Grades of A, B, C, D and P Are Passing Grades
Grading System The grades of A, B, C, D and P are passing grades. Grades of F and U are failing grades. R and I are interim grades. Grades of W and X are final grades carrying no credit. Individual instructors determine criteria for letter grade assignments described in individual course syllabi. Explanation of Grades The quality of performance in any academic course is reported by a letter grade, assigned by the instructor. These grades denote the character of study and are assigned quality points as follows: A Excellent 4 grade points per credit B Good 3 grade points per credit C Average 2 grade points per credit D Poor 1 grade point per credit F Failure 0 grade points per credit I Incomplete No credit, used for verifiable, unavoidable reasons. Requirements for satisfactory completion are established through student/faculty consultation. Courses for which the grade of I (incomplete) is awarded must be completed by the end of the subsequent semester or another grade (A, B, C, D, F, W, P, R, S and U) is awarded by the instructor based upon completed course work. In the case of I grades earned at the end of the spring semester, students have through the end of the following fall semester to complete the requirements. In exceptional cases, extensions of time needed to complete course work for I grades may be granted beyond the subsequent semester, with the written approval of the vice president of learning. An I grade can change to a W grade only under documented mitigating circumstances. The vice president of learning must approve the grade change. -
Thermodynamic Stability: Free Energy and Chemical Equilibrium ©David Ronis Mcgill University
Chemistry 223: Thermodynamic Stability: Free Energy and Chemical Equilibrium ©David Ronis McGill University 1. Spontaneity and Stability Under Various Conditions All the criteria for thermodynamic stability stem from the Clausius inequality,cf. Eq. (8.7.3). In particular,weshowed that for anypossible infinitesimal spontaneous change in nature, d− Q dS ≥ .(1) T Conversely,if d− Q dS < (2) T for every allowed change in state, then the system cannot spontaneously leave the current state NO MATTER WHAT;hence the system is in what is called stable equilibrium. The stability criterion becomes particularly simple if the system is adiabatically insulated from the surroundings. In this case, if all allowed variations lead to a decrease in entropy, then nothing will happen. The system will remain where it is. Said another way,the entropyofan adiabatically insulated stable equilibrium system is a maximum. Notice that the term allowed plays an important role. Forexample, if the system is in a constant volume container,changes in state or variations which lead to a change in the volume need not be considered eveniftheylead to an increase in the entropy. What if the system is not adiabatically insulated from the surroundings? Is there a more convenient test than Eq. (2)? The answer is yes. To see howitcomes about, note we can rewrite the criterion for stable equilibrium by using the first lawas − d Q = dE + Pop dV − µop dN > TdS,(3) which implies that dE + Pop dV − µop dN − TdS >0 (4) for all allowed variations if the system is in equilibrium. Equation (4) is the key stability result. -
Guide for the Use of the International System of Units (SI)
Guide for the Use of the International System of Units (SI) m kg s cd SI mol K A NIST Special Publication 811 2008 Edition Ambler Thompson and Barry N. Taylor NIST Special Publication 811 2008 Edition Guide for the Use of the International System of Units (SI) Ambler Thompson Technology Services and Barry N. Taylor Physics Laboratory National Institute of Standards and Technology Gaithersburg, MD 20899 (Supersedes NIST Special Publication 811, 1995 Edition, April 1995) March 2008 U.S. Department of Commerce Carlos M. Gutierrez, Secretary National Institute of Standards and Technology James M. Turner, Acting Director National Institute of Standards and Technology Special Publication 811, 2008 Edition (Supersedes NIST Special Publication 811, April 1995 Edition) Natl. Inst. Stand. Technol. Spec. Publ. 811, 2008 Ed., 85 pages (March 2008; 2nd printing November 2008) CODEN: NSPUE3 Note on 2nd printing: This 2nd printing dated November 2008 of NIST SP811 corrects a number of minor typographical errors present in the 1st printing dated March 2008. Guide for the Use of the International System of Units (SI) Preface The International System of Units, universally abbreviated SI (from the French Le Système International d’Unités), is the modern metric system of measurement. Long the dominant measurement system used in science, the SI is becoming the dominant measurement system used in international commerce. The Omnibus Trade and Competitiveness Act of August 1988 [Public Law (PL) 100-418] changed the name of the National Bureau of Standards (NBS) to the National Institute of Standards and Technology (NIST) and gave to NIST the added task of helping U.S. -
Ideal Gasses Is Known As the Ideal Gas Law
ESCI 341 – Atmospheric Thermodynamics Lesson 4 –Ideal Gases References: An Introduction to Atmospheric Thermodynamics, Tsonis Introduction to Theoretical Meteorology, Hess Physical Chemistry (4th edition), Levine Thermodynamics and an Introduction to Thermostatistics, Callen IDEAL GASES An ideal gas is a gas with the following properties: There are no intermolecular forces, except during collisions. All collisions are elastic. The individual gas molecules have no volume (they behave like point masses). The equation of state for ideal gasses is known as the ideal gas law. The ideal gas law was discovered empirically, but can also be derived theoretically. The form we are most familiar with, pV nRT . Ideal Gas Law (1) R has a value of 8.3145 J-mol1-K1, and n is the number of moles (not molecules). A true ideal gas would be monatomic, meaning each molecule is comprised of a single atom. Real gasses in the atmosphere, such as O2 and N2, are diatomic, and some gasses such as CO2 and O3 are triatomic. Real atmospheric gasses have rotational and vibrational kinetic energy, in addition to translational kinetic energy. Even though the gasses that make up the atmosphere aren’t monatomic, they still closely obey the ideal gas law at the pressures and temperatures encountered in the atmosphere, so we can still use the ideal gas law. FORM OF IDEAL GAS LAW MOST USED BY METEOROLOGISTS In meteorology we use a modified form of the ideal gas law. We first divide (1) by volume to get n p RT . V we then multiply the RHS top and bottom by the molecular weight of the gas, M, to get Mn R p T . -
P-EBT for the 2020 – 2021 School Year
P-EBT for the 2020 – 2021 school year OVERVIEW The Maine Department of Health and Human Services, Office for Family Independence, has been approved by the Food and Nutrition Service to issue Pandemic Electronic Benefit Transfer (P-EBT) benefits to qualified children. Children from ages 0 – 5 will receive P-EBT benefits retroactively on a month-by-month basis from October 2020 through June 2021 if they were both in a SNAP eligible household and one school in their county was not utilizing a predominately in-person learning model. Children who were eligible for the USDA National School Lunch and School Breakfast Program will receive benefits retroactively from September 2020 through June 2021 on a month-by-month basis if their school was utilizing a predominately hybrid or fully remote learning model. The benefit for fully remote learning models is ~ $119 per child per month. The benefit for a hybrid learning model is ~ $59 per child per month. Issuance of P- EBT benefits began June 16 th for the months of October through December. Benefits for January through March 2021 were issued July 15 th . Current and recent SNAP recipients will receive P-EBT on their EBT card. P-EBT benefits for other children will be sent to each child on a P-EBT card. • All EBT and P-EBT cards are currently taking 10 - 14 days to get to recipients due to postal delays. • More details are available at https://www.maine.gov/dhhs/ofi/programs-services/food- supplement which will be updated as more information (such as issuance dates) becomes available. -
Proposal for Generation Panel for Latin Script Label Generation Ruleset for the Root Zone
Generation Panel for Latin Script Label Generation Ruleset for the Root Zone Proposal for Generation Panel for Latin Script Label Generation Ruleset for the Root Zone Table of Contents 1. General Information 2 1.1 Use of Latin Script characters in domain names 3 1.2 Target Script for the Proposed Generation Panel 4 1.2.1 Diacritics 5 1.3 Countries with significant user communities using Latin script 6 2. Proposed Initial Composition of the Panel and Relationship with Past Work or Working Groups 7 3. Work Plan 13 3.1 Suggested Timeline with Significant Milestones 13 3.2 Sources for funding travel and logistics 16 3.3 Need for ICANN provided advisors 17 4. References 17 1 Generation Panel for Latin Script Label Generation Ruleset for the Root Zone 1. General Information The Latin script1 or Roman script is a major writing system of the world today, and the most widely used in terms of number of languages and number of speakers, with circa 70% of the world’s readers and writers making use of this script2 (Wikipedia). Historically, it is derived from the Greek alphabet, as is the Cyrillic script. The Greek alphabet is in turn derived from the Phoenician alphabet which dates to the mid-11th century BC and is itself based on older scripts. This explains why Latin, Cyrillic and Greek share some letters, which may become relevant to the ruleset in the form of cross-script variants. The Latin alphabet itself originated in Italy in the 7th Century BC. The original alphabet contained 21 upper case only letters: A, B, C, D, E, F, Z, H, I, K, L, M, N, O, P, Q, R, S, T, V and X. -
Neighbor List Collision-Driven Molecular Dynamics Simulation for Nonspherical Hard Particles
Neighbor List Collision-Driven Molecular Dynamics Simulation for Nonspherical Hard Particles. I. Algorithmic Details Aleksandar Donev,1, 2 Salvatore Torquato,1, 2, 3, ∗ and Frank H. Stillinger3 1Program in Applied and Computational Mathematics, Princeton University, Princeton NJ 08544 2Materials Institute, Princeton University, Princeton NJ 08544 3Department of Chemistry, Princeton University, Princeton NJ 08544 Abstract In this first part of a series of two papers, we present in considerable detail a collision-driven molecular dynamics algorithm for a system of nonspherical particles, within a parallelepiped sim- ulation domain, under both periodic or hard-wall boundary conditions. The algorithm extends previous event-driven molecular dynamics algorithms for spheres, and is most efficient when ap- plied to systems of particles with relatively small aspect ratios and with small variations in size. We present a novel partial-update near-neighbor list (NNL) algorithm that is superior to previ- ous algorithms at high densities, without compromising the correctness of the algorithm. This efficiency of the algorithm is further increased for systems of very aspherical particles by using bounding sphere complexes (BSC). These techniques will be useful in any particle-based simula- tion, including Monte Carlo and time-driven molecular dynamics. Additionally, we allow for a nonvanishing rate of deformation of the boundary, which can be used to model macroscopic strain and also alleviate boundary effects for small systems. In the second part of this series of papers we specialize the algorithm to systems of ellipses and ellipsoids and present performance results for our implementation, demonstrating the practical utility of the algorithm. ∗ Electronic address: [email protected] 1 I. -
California Bar Examination – Essay Questions and Selected Answers
California Bar Examination Essay Questions and Selected Answers July 2018 The State Bar Of California Committee of Bar Examiners/Office of Admissions 180 Howard Street • San Francisco, CA 94105-1639 • (415) 538-2300 845 S. Figueroa Street • Los Angeles, CA 90017-2515 • (213) 765-1500 ESSAY QUESTIONS AND SELECTED ANSWERS JULY 2018 CALIFORNIA BAR EXAMINATION This publication contains the five essay questions from the July 2018 California Bar Examination and two selected answers for each question. The answers were assigned high grades and were written by applicants who passed the examination after one read. The answers were produced as submitted by the applicant, except that minor corrections in spelling and punctuation were made for ease in reading. They are reproduced here with the consent of the authors. Question Number Subject 1. Contracts 2. Evidence 3. Professional Responsibility 4. Community Property 5. Constitutional Law ESSAY EXAMINATION INSTRUCTIONS Your answer should demonstrate your ability to analyze the facts in the question, to tell the difference between material facts and immaterial facts, and to discern the points of law and fact upon which the case turns. Your answer should show that you know and understand the pertinent principles and theories of law, their qualifications and limitations, and their relationships to each other. Your answer should evidence your ability to apply the law to the given facts and to reason in a logical, lawyer-like manner from the premises you adopt to a sound conclusion. Do not merely show that you remember legal principles. Instead, try to demonstrate your proficiency in using and applying them.