Contents Demo ............................................................................................................................................................. 3 DWG 01 Emerging Operations Research ...................................................................................................... 8 DWG 02 Unmanned Systems ...................................................................................................................... 16 FS 01 Analytic Capability Development ...................................................................................................... 18 Special Session ............................................................................................................................................ 31 Tutorial ........................................................................................................................................................ 41 WG 01 Strategic Operations National Security Analysis ............................................................................. 48 WG 02 Chemical, Biological, Radiological, Nuclear, and Advanced Explosives (CBRNE) Defense .............. 52 WG 03 Infrastructure Analyses, Protection and Recovery ......................................................................... 61 WG 04 Homeland Security, Homeland Defense and Civil Support ............................................................. 68 WG 05 Information and Cyber Operations ................................................................................................. 71 WG 06 Command and Control (C2) ............................................................................................................ 74 WG 07 Intelligence, Surveillance, and Reconnaissance .............................................................................. 77 WG 08 Space Acquisition, Testing and Operations ..................................................................................... 84 WG 09 Air and Missile Defense ................................................................................................................... 87 WG 10 Joint Campaign Analysis .................................................................................................................. 92 WG 11 Land and Expeditionary Warfare .................................................................................................... 94 WG 12 Maritime Operations ....................................................................................................................... 97 WG 13 Power Projection and Strike ........................................................................................................... 99 WG 14 Air Warfare .................................................................................................................................... 105 WG 15 Health Service Support, Force Health Protection, and Casualty Estimation ................................ 108 WG 16 Strategic Deployment and Distribution ........................................................................................ 115 WG 17 Logistics, Reliability and Maintainability ....................................................................................... 115 WG 18 Manpower and Personnel ............................................................................................................. 126 WG 19 Readiness ...................................................................................................................................... 136 1 | Page WG 20 Analytic Support to Training and Education ................................................................................. 149 WG 21 Operational Energy ....................................................................................................................... 155 WG 22 Military Assessments .................................................................................................................... 158 WG 23 Measures of Merit ........................................................................................................................ 165 WG 24 Test and Evaluation (T&E) and Experimentation .......................................................................... 167 WG 25 AoAs and Capability Development................................................................................................ 174 WG 26 Cost Analysis ................................................................................................................................. 183 WG 27 Decision Analysis ........................................................................................................................... 193 WG 28 Advances in Modeling and Simulation Techniques ...................................................................... 208 WG 29 Computational Advances in OR .................................................................................................... 225 WG 30 Wargaming .................................................................................................................................... 233 WG 31 Operational Environments ............................................................................................................ 242 WG 32 Special Operations and Irregular Warfare .................................................................................... 246 WG 33 Social Science Methods and Applications ..................................................................................... 250 WG 34 Data Science and Analytics ........................................................................................................... 256 WG 35 AI and Autonomous Systems ........................................................................................................ 272 2 | Page Demo 56986 - JMP 16® Software for Data Visualization, Exploration and Discovery Start Date: 6/22/2021 Start Time: 4:00 PM ET End Time: 4:50 PM ET Authors: Dr. Thomas A. Donnelly Abstract: This is the 32nd year JMP® software has been bringing dynamic data visualization and analytics to the desktop. Using short case studies this demo will highlight powerful data visualizations in JMP such as animating data on maps (now able to record as GIFs), including images in the data table, analysis of unstructured text data, analysis of streams of sensor data (Functional Data Analysis) as well as showcase enhancements in JMP 16. With the new Graphlets and Hover Labels visually drill down through a data hierarchy such as a work breakdown structure (WBS) to see graphical summaries at each step. Do in minutes what takes hours in spreadsheet programs. JMP reduces the drudgery of data cleanup - including outlier detection, imputing missing data, and recoding messy data. Watch your graph instantly emerge as you click and drag variables, add data filters, images, maps, and animation. Grab data from almost anywhere – Excel, databases, text, the internet, or new in JMP 15 import tables (even across multiple pages) in PDF documents. Beyond data exploration and visualization JMP has cutting edge capabilities for Design of Experiments, Reliability, and Data Mining. JMP offers solutions for Real-World DOE problems, efficient computer simulation, and software quality assurance. Machine Learning methods include decision trees, neural networks, and linear, logistic and penalized regression methods. Get near machine learning accuracy with more interpretable models with confidence intervals. It will be shown how JMP’s “graphic for every statistic” can easily be moved into PowerPoint presentations and interactive HTML5 web reports so that viewers can ask “what if?” questions and get immediate answers without having JMP software. Classification: UNCLASSIFIED Working Group:Demo 56689 - MLOps Start Date: 6/22/2021 Start Time: 4:00 PM ET End Time: 5:00 PM ET Authors: Joseph Troy Morgan; Sam Goldstein Abstract: DataRobot MLOps. Your Center of Excellence for Production AI. One place to deploy, maintain, and govern all your production models, regardless of how they were created and where they are deployed. The market has matured to a point that machine learning models have to start showing and proving value by monitoring for performance and accuracy in order to eliminate business risk. The path to realizing this value is achieved by implementing a scalable solution to manage production machine learning. Classification: UNCLASSIFIED Working Group:Demo 57109 - OptDef – Optimization, Design of Experiments & Analytics for Simulation Models 3 | Page Start Date: 6/22/2021 Start Time: 4:00 PM ET End Time: 4:30 PM ET Authors: Dr. Benjamin G. Thengvall; Dr. Michael Deskevich; Shane N Hall, PhD Abstract: OptDef software greatly increases simulation analyst effectiveness and efficiency by providing optimization, design of experiments (DoE), and analytics capabilities for constructive Department of Defense (DoD) simulation tools. OptDef wraps simulations and provides an intuitive user interface to set up, execute, and analyze the results of a simulation study. It is free for US government use. OptDef is a cross-platform, Java application with a plug-in interface that is already integrated with AFSIM (Advanced Framework for Simulation, Integration and Modeling), STORM (Synthetic Theater Operations Research Model), EADSIM (Extended Air Defense Simulation), BMD I- Sim (Ballistic Missile Defense International Simulation, KIDD (Kinetic Impact Debris Distribution Model), G6, and a number of other custom DoD simulation models.