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Virtual Event
September 29 – October 1, 2020
Madison, WI
Agenda subject to change.
Central time – Chicago
Tuesday, September 29
| TRACK 1: Machine-Ground Interaction Consortium (MaGIC) Organizer: Professor Dan Negrut, UW Madison | TRACK 2: Computational Assessment of Material Performance Organizer: Professor Curt Bronkhorst, UW-Madison | TRACK 3: Mathematics of Rare and High-Impact Events Organizers: Professors Victor Zavala and Jim Luedtke, UW Madison | |
| 8:00am-12:15pm | See Agenda Here | See Agenda Here | See Agenda Here |
| 12:15pm-1:00pm | Detecting Changes in Complex Environments Professor Becca Willett, University of Chicago (Keynote) | ||
| 1:00pm-1:45pm | Planning Transportation Capacity at Amazon Russell Allgor, Chief Scientist, Amazon (Keynote) | ||
| 1:45pm-1:55pm | Break | ||
| 1:55pm-2:40pm | Computational Imaging of Cellular Signatures, Kevin Eliceiri, UW-Madison (Keynote) | ||
| 2:40pm-3:00pm | Supporting Current and Future Researchers Through Data and Software Cyberinfrastructure, Stefan Robila, Program Director, Office of Advanced Cyberinfrastructure, National Science Foundation | ||
| 3:00pm-5:00pm | Poster Session | ||
Wednesday, September 30
| TRACK 1: Machine-Ground Interaction Consortium (MaGIC) Organizer: Professor Dan Negrut, UW Madison | TRACK 2: Computational Assessment of Material Performance Organizer: Professor Curt Bronkhorst, UW-Madison | TRACK 3: Mathematics of Rare and High-Impact Events Organizers: Professors Victor Zavala and Jim Luedtke, UW Madison | |
| 8:00am-12:15pm | See Agenda Here | N/A | See Agenda Here |
| 12:30pm-5:00pm | Tutorials | ||
Thursday, October 1
| 8:30am-5:00pm | Tutorials | ||
Tuesday, September 29
| TRACK 1: Machine-Ground Interaction Consortium (MaGIC) Organizer: Dan Negrut, UW-Madison | |
| 8:00am-8:15am | Welcome and Logistics, Professor Dan Negrut, UW-Madison |
| 8:15am-8:40am | Practical Coarse Graining of Granular Materials, Professor Ken Kamrin, MIT |
| 8:40am-9:05am | Robotic Simulation in Chrono: State of the Art and Perspective, Alessandro Tasora, University of Parma, Italy |
| 9:05am-9:30am | Locomotion on and with Granular Media, Professor Dan Goldman, Georgia Tech |
| 9:30am-9:50am | Break |
| 9:50am-10:15am | Fluid-Solid Interaction with Proteus and Chrono, Dr. Chris Kees, US Army, ERDC |
| 10:15am-10:40am | Fidelity, Realism, and Parameterization of Models for Soil-machine Interaction, Professor James Paul Hambleton, Northwestern |
| 10:40am-11:05am | Multibody Simulation Platform for Amazon Scout, Kishor Bhalero, Amazon |
| 11:05am-11:30am | Off-road autonomous Vehicle Simulation in Chrono, Professor Dan Negrut, UW Madison |
| 11:30am-12:15pm | Lunch Break |
| 12:15pm-1:00pm | Detecting Changes in Complex Environments Professor Becca Willet, University of Chicago (Keynote) |
| 1:00pm-1:45pm | Planning Transportation Capacity at Amazon Russell Allgor, Chief Scientist, Amazon (Keynote) |
| 1:45pm-1:55pm | Break |
| 1:55pm-2:40pm | Computational Imaging of Cellular Signatures, Kevin Eliceiri, UW-Madison (Keynote) |
| 2:40pm-3:00pm | Supporting Current and Future Researchers Through Data and Software Cyberinfrastructure, Stefan Robila, Program Director, Office of Advanced Cyberinfrastructure, National Science Foundation |
| 3:00pm-5:00pm | Poster Session |
Wednesday, September 30
| TRACK 1: Machine-Ground Interaction Consortium (MaGIC) | |
| 8:00am-8:30am | State of the Simulation-Based Engineering Lab, Dan Negrut, UW-Madison |
| 8:30am-8:45am | Machine Learning with GymChrono & PyChrono, Simone Benatti, PhD Italy |
| 8:45am-9:00am | Chrono::Sensor For Robotics & Autonomous Vehicle Simulation, Asher Elmquist, SBEL PhD Student |
| 9:00am-9:15am | SynChrono for Multi-agent Autonomous Vehicle Simulation: Jay Taves, SBEL MS Student |
| 9:15am-9:30am | Chrono Granular, Luning Fang, SBEL PhD Student |
| 9:30am-9:45am | Using Continuum Representations for Granular Material Dynamics: Wei Hu, SBEL Post-Doc Student |
| 9:45am-10:00am | Multi-phase Flows with Chrono:: FSI, Lijing Yang, SBEL PhD Student |
| 10:00am-11:00am | Q&A Session: Chrono Development Team |
| 11:00am-12:30pm | Lunch |
| 12:30pm-2:30pm | Tutorial Chrono::Sensor, Asher Elmquist & Han Wang |
| 3:00pm-5:00pm | Tutorial Chrono::FSI, Wei Hu & Lijing Zhang |
Thursday, October 1
| TRACK 1: Machine-Ground Interaction Consortium (MaGIC) | |
| 8:30am-10:30am | Overview of Chrono, Radu Serban |
| 10:30am-12:30pm | Tutorial PyChrono & GymChrono: Support for AI & ML in Chrono, Simone Benatti & Alex Pletta |
| 12:30pm-1:00pm | Lunch Break |
| 1:00pm-3:00pm | Tutorial SynChrono: Support for Multi-Agent Simulations for on/off-road Autonomy, Jay Taves, Aaron Young, Yan Xiao |
| 3:00pm-5:00pm | Tutorial Chrono::Granular, Luning Fang, Ruochun Zhang, and Jason Zhou |
Tuesday, September 29
| TRACK 2: Computational Assessment of Material Performance Organizer: Professor Curt Bronkhorst, UW-Madison | |
| 8:45am-9:00am | Welcome and Logistics, Professor Curt Bronkhorst, UW Madison |
| 9:00am-9:30am | Uncertainty Quantified Parametrically Homogenized Constitutive Models (PHCMs) for Multi-Scale Predictions of Fatigue Crack Nucleation in Titanium Alloys, Professor Somnath Ghosh, Johns Hopkins University |
| 9:30am-10:00am | Observations on Spall Mechanisms from Simulations with Thousands of Void Nucleating Particles, Dr. Richard Becker, Army Research Laboratory |
| 10:00am-10:30am | Self-Organization of Void Super-Lattices in Metals and Alloys under Irradiation Conditions, Professor Yongfeng Zhang, UW-Madison |
| 10:30am-11:00am | Computing the Dynamic Behavior of Shock Compressed Crystalline Materials from a Continuum Perspective, Dr. Darby Luscher, Los Alamos National Laboratory |
| 11:00am-11:30am | A Numerical Study into Element Type and Mesh Resolution for Crystal Plasticity Finite Element Modeling of Explicit Grain Structures, Professor Marko Knezevic, University of New Hampshire |
| 11:30am-12:00pm | Modeling Failure in Ductile Metals under Dynamic Loading, Dr. Nathan Barton, Lawrence and Livermore National Laboratory |
| 12:00pm-12:15pm | Lunch Break |
| 12:15pm-1:00pm | Detecting Changes in Complex Environments Professor Becca Willet, University of Chicago (Keynote) |
| 1:00pm-1:45pm | Planning Transportation Capacity at Amazon Russell Allgor, Chief Scientist, Amazon (Keynote) |
| 1:45pm-1:55pm | Break |
| 1:55pm-2:40pm | Computational Imaging of Cellular Signatures, Kevin Eliceiri, UW-Madison (Keynote) |
| 2:40pm-3:00pm | Supporting Current and Future Researchers Through Data and Software Cyberinfrastructure, Stefan Robila, Program Director, Office of Advanced Cyberinfrastructure, National Science Foundation |
| 3:00pm-5:00pm | Poster Session |
Tuesday, September 29
| TRACK 3: Mathematics of Rare and High-Impact Events Organizers: Professors Victor Zavala, Jim Luedtke, and Assistant Professor Line Roald, UW Madison |
|
| 8:45am-9:00am | Welcome and Logistics, Victor Zavala, UW-Madison |
| 9:00am-9:30am | Multifaceted Mathematics for Rare, High-Impact Events in Complex Energy and Environment Systems (MACSER), Mihai Antiescu, Argonne National Lab |
| 9:30am-10:00am | Balancing Wildfire Risk and Power System Reliability: Pre-emptive power shut offs and proactive restoration planning, Line Roald, UW-Madison |
| 10:00am-10:15am | Break |
| 10:15am-10:45am | Data Driven Sample Average Approximation with Covariate Information, Guzin Bayraksan, Ohio State |
| 10:45am-11:15am | Robustifying Statistical Machine Learning, Po-Ling Loh, UW-Madison |
| 11:15am-11:45am | A stochastic weather generator for hourly temperature in the Midwest for long-term investment in power grid systems, Julie Bessac, Argonne National Lab |
| 11:45am-12:15pm | Lunch Break |
| 12:15pm-1:00pm | Detecting Changes in Complex Environments Professor Becca Willet, University of Chicago (Keynote) |
| 1:00pm-1:45pm | Planning Transportation Capacity at Amazon Russell Allgor, Chief Scientist, Amazon (Keynote) |
| 1:45pm-1:55pm | Break |
| 1:55pm-2:40pm | Computational Imaging of Cellular Signatures, Kevin Eliceiri, UW-Madison (Keynote) |
| 2:40pm-3:00pm | Supporting Current and Future Researchers Through Data and Software Cyberinfrastructure, Stefan Robila, Program Director, Office of Advanced Cyberinfrastructure, National Science Foundation |
| 3:00pm-5:00pm | Poster Session |
Wednesday, September 30
| TRACK 3: Mathematics for Rare and Extreme Events | |
| 9:00am-9:30am | Using High-performance Computing to Understand Extreme Rainfall, Floods, and How They are Changing, Daniel Wright, UW-Madison |
| 9:30am-10:00am | Addressing Climate Change with Dynamic Technologies, Greg Nemet, UW-Madison, Public Affairs |
| 10:00am-10:15am | Break |
| 10:15am-10:45am | Large Deviation Theory for the Analysis of Power Transmission Systems Subject to Stochastic Forcing, David Barajas-Solano, PNNL |
| 10:45am-11:15am | Delaying Adversarial Attacks to Protect Critical Infrastructure, Laura Albert, UW-Madison |
| 11:15am-11:45am | Resilient Control of Converter-dominated Power Systems, Dominic Gross, UW-Madison |
| 11:45am-1:00pm | Break |
| 1:00pm-3:00pm | Tutorial Stochastic Programming Tutorial, James Luedtke & Victor Zavala, UW-Madison |
| 3:00pm-3:30pm | Break |
| 3:30pm-5:00pm | MACSER Technical Discussion, MACSER TEAM |
| 5:00pm | Virtual OptiBeer |
Wednesday, September 30
| Track 1: Machine-Ground Interaction Consortium (MaGIC) (click for tutorial instructions) | TRACK 3: Mathematics for Rare and Extreme Events | |
| 12:30pm-2:30pm | Chrono::Sensor, Asher Elmquist & Han Wang | 1:00pm-3:00pm Stochastic Programming Tutorial, James Luedtke & Victor Zavala, UW-Madison |
| 3:00pm-5:00pm | Chrono::FSI, Wei Hu & Lijing Yang | NA |
Thursday, October 1
| 8:30am-10:30am | Overview of Chrono, Radu Serban | |
| 10:30am-12:30pm | PyChrono & GymChrono: Support for AI & ML in Chrono, Simone Benatti & Alex Pletta | |
| 12:30pm-1:00pm | Lunch | |
| 1:00pm-3:00pm | SynChrono: Support for Multi-Agent Simulations for on/off-road Autonomy, Jay Taves, Aaron Young & Yan Xiao | |
| 3:00pm-5:00pm | Chrono::Granular, Luning Fang &. Ruochun Zhang |
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