HOME | REGISTER | AGENDA | LOGISTICS | CAREER FAIR & POSTER SESSION
September 10 – 11, 2019
Discovery Building | 330 N Orchard Street | Madison, WI
Agenda subject to change.
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| Orchard View Room Vehicle Mobility Track |
Boardroom 2329 Direct Accelerated Geometry Monte Carlo (DAGMC) Track |
Researcher’s Link Room Optimization and Machine Learning Track |
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| 7:30am-8:00am | Registration in Atrium | ||
| 8:00am-8:15am | Welcome and Logistics Professor Dan Negrut, UW-Madison |
NA | Welcome and Logistics Professor Victor Zavala, UW-Madison |
| 8:15am-9:00am | Autonomous Vehicle Shuttle Project in the City of Madison Jon Riehl, Traffic Operations and Safety Laboratory, UW-Madison |
NA | Advances and Opportunities in Machine Learning and AI in Process Industries Leo Chiang, Dow Chemical |
| 9:00am-9:30am | Networking/Coffee Break in Atrium | ||
| 9:30am-10:15am | Experimental and Modeling Capabilities for Off-road Mobility Dr. Bohumir Jelinek, Center for Advanced Vehicular Systems, Mississippi State University |
Welcome and Logistics (15 min) Professor Paul Wilson, UW-Madison DAGMC Roadmap: Past to Future Paul Wilson, Patrick Shriwise, Argonne National Lab, and Andrew Davis, UKAEA |
AI and MPC for Building Systems Kirk Drees, Johnson Controls |
| 10:15am-10:45am | Using Chrono to Assess Planetary Rover Performance: Validating the Soft-Sphere Model for Low-Gravity Granular Environments Cecily Sunday, ISAE-SUPAERO, Space Systems for Planetary Applications, France |
Optimization in Machine Learning and Control Steve Wright, UW-Madison |
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| 10:45am-11:00am | Networking/Coffee Break in Atrium | ||
| 11:00am-11:45am | Project Chrono Dr. Radu Serban, UW-Madison |
DAGMC User Stories: Successes and Challenges | Machine Learning for Modeling and Control of Complex Flows Mike Graham, UW-Madison |
| 11:45am-12:00pm | Overview of Master of Engineering Degree in Data Analytics Marty Gustafson, UW-Madison |
NA | |
| 12:00pm-12:45pm | Sensor Simulation for Autonomous Vehicles and Robotics Asher Elmquist, UW-Madison |
Human-Centered Optimization Brett Stewart, ExxonMobil |
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| 12:45pm-2:00pm | Lunch Provided in Atrium | ||
| 2:00pm-2:45pm | MPC Plus AI: A Strategy of Both Bob Turney, Engineering Fellow, Johnson Controls DeLuca Forum |
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| 2:45pm-3:30pm | Computational Frontiers in Atomistic Simulation: Exascale and Machine Learning Tim Germann, Theoretical and Applied Physics Division, Los Alamos National Lab DeLuca Forum |
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| 3:30pm-3:45pm | Break | ||
| 3:45pm-4:30pm | Active Learning in the Overparameterized and Interpolating Regime Rob Nowak, Professor of Electrical and Computer Engineering, UW-Madison DeLuca Forum |
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| 4:30pm-6:30pm | Reception, Eckrose Poster Session and Career Fair in Atrium 6:15pm Presentation of Eckrose Innovation Poster Award Winners Bar and refreshments provided |
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| 6:30pm-8:00pm | No-host Dinner at Steenbock’s, Discovery Building For faculty, staff and industry |
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| Orchard View Room Vehicle Mobility Track |
Boardroom 2329 Direct Accelerated Geometry Monte Carlo (DAGMC) Track |
Researcher’s Link Room Optimization and Machine Learning Track |
|
| 8:00am-8:30am | Simulation-Based Engineering Lab (SBEL): Research and Highlights Dan Negrut, UW-Madison |
NA | Space-Time Data Analysis Mihai Anitescu, Argonne National Lab |
| 8:30am-8:45am | Multi-Phase Modeling and Simulation Lijing Yang, PhD Student, UW-Madison |
NA | Machine Learning in Molecular Dynamics Simulations Reid Van Lehn, UW-Madison |
| 8:45am-9:00am | Chrono::Granular Nicholas Olsen, PhD Student, UW-Madison |
NA | |
| 9:00am-9:15am | A 3D Model for Capturing Slide, Roll, and Spin Friction in DEM Simulation Luning Fang, SBEL PhD Student, UW-Madison |
Understanding DAGMC User Workflow The DAGMC Development Team |
Machine Learning Algorithms for Sensor Design Alexander Smith, UW-Madison |
| 9:15am-9:45am | Developing Control Strategies for a 1/6th Scale Autonomous Vehicle using Simulation in Chrono Aaron Young, Undergraduate Student, UW-Madison |
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| 9:45am-10:00am | Networking/Coffee Break in Atrium | ||
| 10:00am-10:30am | Training Neural Networks to Control Robots using PyChrono Simone Benatti, University of Parma, Italy |
Understanding DAGMC User Workflow The DAGMC Development Team |
Low-Rank System Identification from High-Dimensional Data Sungho Shin, UW-Madison |
| 10:30am-11:00am | Fluid-Solid Interaction in Chrono Milad Rakhsha, PhD Student, UW-Madison |
NA | Optimization Methods for Real-Time Operations Christos Maravelias, UW-Madison |
| 11:00am-11:30am | A Spatially-Adaptive High-Order Meshless Method for Fluid-Solid Interaction Problems Wei Hu, UW-Madison |
DAGMC Community Development and Planning Facilitator: Paul Wilson |
A Three-Stage Solution Algorithm for Chemical Production Scheduling Ho Jae Lee, UW-Madison |
| 11:30am-12:00pm | Trends in Hardware for Engineering Computing Industry; Overview of Supercomputer Euler Colin Vanden Heuvel, Sysadmin, Euler Supercomputer, UW-Madison |
Machine Learning in Materials Science Dane Morgan, UW-Madison |
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| 12:00pm-1:00pm | Lunch Provided in Atrium | ||
Tutorial fees are included in the registration fee. Any registered participant can attend any of the tutorials.
All tutorials will be held in the Mechanical Engineering (ME) Building, 1513 University Ave., Madison.
| TIME | ITEM | SPEAKER | LOCATION |
| Weds, Sept 11, 1:00pm-5:00pm Thurs, Sept 12, 9:00am-5:00pm Fri, Sept 13, 9:00am-5:00pm |
Project Chrono Tutorial | Radu Serban, Simone Benatti, Dan Negrut | Weds & Fri: Mech Engr 2188, Thurs: Mech Engr 2270 |
| Weds, Sept 11, 1:00pm-5:00pm Thurs, Sept 12, 9:00am-5:00pm |
Statistics: From Data to Models to Decision-Making | Victor Zavala | Mech Engr, Room 2180 |
| Weds, Sept 11, 1:00pm-3:00pm | DAGMC Developer Tutorial, Hackathon and User Tutorial | Paul Wilson | Mech Engr, Room 3210 |