Grainger Institute for Engineering
University of Wisconsin-Madison

Computing in Engineering Forum 2022 Agenda

 

Home portion of navigation barAgenda portion of navigation barRegister portion of navigation barlogistics button

Virtual Event
September 20 – 21, 2022
Madison, WI

Central Time – Chicago

Agenda

Tuesday, September 20, 2022

Time Session
8:00am-11:35am Parallel Track Sessions
11:35am-12:15pm Lunch Break
12:15pm-1:00pm Dieter Fox, University of Washington: “Advances in Robotics and Autonomy” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Pascal Van Hentenryck, Georgia Tech: “Fusing AI and Optimization for Engineering” (Keynote)
2:00pm-2:30pm Break
2:30pm-5:00pm Parallel Track Sessions

Wednesday, September 21, 2022

Time Session
8:00am-11:35am Parallel Track Sessions
11:35am-12:15pm Lunch Break
12:15pm-1:00pm Anna Stefanopoulou, University of Michigan: “Battery Engineering For Vehicle Electrification” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Somnath Ghosh, John Hopkins University: “Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys” (Keynote)
2:00pm-2:30pm Break
2:30pm-5:00pm Parallel Track Sessions

Track 1:  “Machine-Ground Interaction in Robotics & Autonomous Vehicles” with  Dan Negrut & Radu Serban

Tuesday, September 20, 2022

Time Session
8:00am-8:15am Dan Negrut, University of Wisconsin-Madison: Introductory remarks, event logistics
8:15am-8:40am Marcel Offermans: “The structure and performance of a racing video game: rFactor 2”
8:40am-9:05am Wai Ching Sun, Columbia University: “Deep geometric prior for modeling granular solids”
9:05am-9:30am Iván Martínez-Estévez, University of Virgo: “Coupling of DualSPHysics with Project Chrono”
9:30am-9:55am Junmin Wang, University of Texas at Austin: “Efficient, Safe, and Trusted Vehicle Automation”
9:55am-10:20am Georgios Fourtakas, University of Manchester: “SPH scouring and sediment transport”
10:20am-10:45am Ken Kamrin, Massachusetts Institute of Technology: “Three-Dimensional Resistive Force Theory in Granular Media”
10:45am-11:10am Chen Li, Johns Hopkins University: “Alternative Ground Robots to Traverse Sandy and Rocky Extraterrestrial Terrain”
11:10am-12:15pm Lunch Break
12:15pm-1:00pm Dieter Fox, University of Washington: “Advances in Robotics and Autonomy” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Pascal Van Hentenryck, Georgia Tech: “Fusing AI and Optimization for Engineering” (Keynote)
2:00pm-2:30pm Break
2:30pm-2:55pm Pierangelo Masarati, Polytechnic University of Milan: “Pilot-vehicle interaction from a multibody dynamics and experimental perspective”
2:55pm-3:20pm Wei Hu, University of Wisconsin-Madison: “Off-road mobility simulation via continuum representation of terrain”
3:20pm-3:45pm Jack Collins, Oxford University: “Simulations for Evolutionary Robotics and the Curse of the Reality Gap”
3:45pm-4:10pm Fabio Ramos, University of Sidney: “Bayesian Inference for Simulators: Reducing the Reality Gap by Modeling Uncertainty”
4:10pm-4:35pm Arno Rogg, NASA: “Overview of technical challenges related to VIPER’s 2023 Lunar mission”
4:35pm-5:00pm Gavriel State, NVIDIA: “Simulation for virtual design”

Wednesday, September 21, 2022

Time Session
8:00am-8:15am Dan Negrut, University of Wisconsin-Madison: “Introductory remarks, event logistics”
8:15am-8:40am Peter Chien, SmartUQ: “Uncertainty quantification”
8:40am-9:05am Denis Zorin, New York University: “Computational geometry, friction and contact, nonlinear FEA”
9:05am-9:30am Xiangru Xu, University of Wisconsin-Madison: “Optimization-based Safety-critical Control of Dynamic Systems”
9:30am-9:55am John Lee, University of Wisconsin-Madison: “Human-automation interaction, trust, driver modeling”
9:55am-10:20am Eric Anderson, John Deere: “Simulation Infrastructure Perspectives for Dynamic Systems Modeling”
10:20am-10:45am Asher Elmquist, University of Wisconsin-Madison: “Sensor modeling, and sensor simulation in Chrono”
10:45am-11:35am Nate Koenig, Open Robotics: “What’s new in Gazebo”
11:35am-12:15pm Lunch Break
12:15pm-1:00pm Anna Stefanopoulou, University of Michigan: “Battery Engineering For Vehicle Electrification” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Somnath Ghosh, John Hopkins University: “Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys” (Keynote)
2:00pm-2:30pm Break
2:30pm-2:55pm Hiroyuki Sugiyama, University of Iowa: “Modeling and Computational Challenges in High-Fidelity Off-Road Mobility Simulations”
2:55pm-3:20pm Daniel Carruth, Mississippi State University: “Autonomy for off-road mobility”
3:20pm-3:45pm Hank Yang, Harvard University: “Certifiable robot geometric perception”
3:45pm-4:10pm Aaron Young, Massachusetts Institute of Technology: “Autonomy research testbed and simulation toolkit”
4:10pm-4:35pm Venkat Krovi, Clemson University: “Autonomous vehicle projects at Clemson University”
4:35pm-5:00pm Dan Negrut, University of Wisconsin-Madison: Event Wrap-up

 

Track 2: “Computing for sustainability” with Styliani Avraamidou & Victor Zavala

Tuesday, September 20, 2022

Time Session
8:20am-8:30am Introductory remarks, event logistics
8:30am-9:00am Pei Liu, Tsinghua University: “Energy systems engineering and applications in China’s energy sector”
9:00am-9:30am Victor Zavala, University of Wisconsin-Madison: “Enabling Sustainability using Coordinated Markets”
9:30am-10:00am Bruce McCarl, Texas A&M University: “Modeling agricultural participation in a lower carbon economy: Economic and Environmental Implications”
10:00am-10:30am Fani Boukouvala, Georgia Institute of Technology: “Use of high-fidelity simulations and Machine Learning for process modeling and optimization: applications in carbon capture and plastics recycling”
10:30am-11:00am Ana Torres, Carnegie Mellon University: “Perspectives on net zero carbon processes”
11:00am-12:15pm Lunch Break
12:15pm-1:00pm Dieter Fox, University of Washington: “Advances in Robotics and Autonomy” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Pascal Van Hentenryck, Georgia Tech: “Fusing AI and Optimization for Engineering” (Keynote)
2:00pm-2:30pm Break
2:30pm-2:35pm Introductory remarks, event logistics
2:35pm-3:05pm Burcu Beykal, University of Connecticut: “Data-driven Stochastic Optimization of the Steam Cracking Process with Implicit Constraints”
3:05pm-3:35pm Jianping Li, University of Wisconsin-Madison: “Multi-scale Modeling and Optimization for Bioproduct Separation”
3:35pm-4:05pm Prodromos Daoutidis, University of Minnesota: “Green ammonia for sustainable energy and agriculture”
4:05pm-4:45pm Styliani Avraamidou, University of Wisconsin-Madison: “Circular Economy Systems Engineering”

Wednesday, September 21, 2022

Time Session
8:50am-9:00am Introductory remarks, event logistics
9:00am-9:30am Xiaonan Wang, Tsinghua and the National University of Singapore: “Smart systems engineering contributing to an intelligent carbon-neutral future”
9:30am-10:00am Bhavik R. Bakshi, Ohio State University: “A Sustainable Transition to a Carbon-Neutral Chemical Industry”
10:00am-10:30am Andrea Hicks, University of Wisconsin-Madison: “Considering the role of human behavior in life cycle assessment with stochastic modeling”
10:30am-11:00am Aurora Munguia Lopez, University of Wisconsin-Madison: “Environmental Analysis of the Solvent-Targeted Recovery and Precipitation (STRAP) Process for the Recycling of Multilayer Plastic Films”
11:35am-12:15pm Lunch Break
12:15pm-1:00pm Anna Stefanopoulou, University of Michigan: “Battery Engineering For Vehicle Electrification” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Somnath Ghosh, John Hopkins University: “Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys” (Keynote)

 

Track 3: “Frontiers in Computational Materials Science” with Jiamian Hu, Izabela Szlufarska, Yongfeng Zhang, &Dane Morgan

Tuesday, September 20, 2022

Theme: “Materials in extreme environments”

Time Session
8:00am-8:15am Host, University of Wisconsin-Madison: “Introductory remarks, event logistics”
8:15am-8:40am Douglass Spearot, Netwon C. Ebaugh Professor, University of Florida: “Shock Compression of CuxZr100-x Metallic Glasses: Insight from Molecular Dynamics Studies”
8:40am-9:05am Pascal Bellon, Donald W. Hamer Professor, University of Illinois, Urbana-Champaign: “Nonequilibrium phase transitions and patterning in irradiated alloys”
9:05am-9:30am Yue Fan, Assistant Professor, University of Michigan: “Universal Trend of Metastable Tilted Grain Boundaries? Evolution under Extreme Thermal Cycle”
9:30am-9:55am Dallas Trinkle, Ivan Racheff, Professor, University of Illinois, Urbana-Champaign: “Solute transport in zirconium with nonequilibrium vacancy concentration”
9:55am-10:20am Break Period
10:20am-10:45am Fei Gao, Professor, University of Michigan: “Defect Evolution in Multicomponent Equiatomic Alloys: Object Probability-Based Long-Time Dynamics”
10:45am-11:10am Sergei Dudarev, Group Lead, United Kingdom Atomic Energy: “The microscopic origin of macroscopic stress generated by irradiation”
11:10am-11:35am Curt Bronkhorst, Professor, University of Wisconsin Madison: “Computational Representation of Ductile Damage under Dynamic Loading Conditions”

Keynote Presentations

Time Session
12:15pm-1:00pm Dieter Fox, University of Washington: “Advances in Robotics and Autonomy”
1:00pm-1:15pm Break
1:15pm-2:00pm Pascal Van Hentenryck, Georgia Tech: “Fusing AI and Optimization for Engineering”

Theme: “Materials for energy and sustainability”

Time Session
2:30pm-2:55pm Laura Gagliardi, Richard and Kathy Leventhal Professor, University of Chicago: “Engineering MOF functionalities for water harvesting and catalysis using high-throughput data and computational modeling”
2:55pm-3:20pm Yi Xia, Assistant Professor, Portland State University: “Understanding Phonons in Thermoelectrics via Physics-Informed Machine learning”
3:20pm-3:45pm Yifei Mo, Associate Professor, University of Maryland: “Data-driven design and discovery of materials for next-generation batteries”
3:45pm-4:10pm Logan Ward, Assistant Computational Scientist, Argonne National Laboratory: “Designing Redox Flow Batteries with Intelligent Computational Campaigns”
4:10pm-4:35pm Yue Qi, Joan Wernig Sorensen Professor of Engineering, Brown University: “When electrons meet ions, multiscale modeling of interfaces in Li-ion Batteries”
4:35pm-5:00pm Jiamian Hu, Assistant Professor, UW Madison: “Phase-field modeling of mesoscale ion transport in solid electrolytes”

Wednesday, September 21, 2022

Theme: “Materials issues in additive manufacturing”

Time Session
8:00am-8:15am Host, UW-Madison: Introductory remarks, event logistics
8:15am-8:40am Tarasankar Debroy, Professor of Materials Science and Engineering, PSU: “Model-based reduction of lack of fusion voids, balling, surface roughness and residual stresses”
8:40am-9:05am Jesper H.Hattel, Professor, Technical University of Denmark: “Multiphysics and multiscale modelling of metal AM processes with focus on L-PBF and DED”
9:05am-9:30am Greg Wagner, Associate Professor, Northwestern: “Multiphysics modeling of multicomponent powder beds for metal additive manufacturing”
9:30am-9:55am Greta Lindwall, Associate Professor, KTH: “Application of computational thermodynamics and kinetics to alloy design for AM”
9:55am-10:20am Break Period
10:20am-10:45am Ashley Spear, Associate Professor, University of Utah: “Predicting Ductile Failure in AM Metals”
10:45am-11:10am Dewen Yushu, Staff, Idaho National Laboratory: “Directed Energy Deposition Process Modeling, Control, and Optimization”
11:10am-11:35am To Be Decided

Keynote Presentations

Time Session
12:15pm-1:00pm Anna Stefanopoulou, University of Michigan: “Battery Engineering For Vehicle Electrification”
1:00pm-1:15pm Break
1:15pm-2:00pm Somnath Ghosh, John Hopkins University: “Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys”

Theme: “Theory and computation for quantum materials”

Time Session
2:30pm-2:55pm Chris Van de Walle, Herbert Kroemer Distinguished Professor, University of California, Saint Barbara: “Point defects in semiconductors for quantum technologies”
2:55pm-3:20pm Di Xiao, Professor, U. Washington: “Nonlinear Hall effect in collinear antiferromagnets”
3:20pm-3:45pm Turan Birol, Associate Professor, University of Minnesota: “Group Theory Approaches to First Principles Materials Calculations”
3:45pm-4:10pm Prineha Narang, Professor, University of California, Los Angeles: “Ab initio approaches to nonequilibrium interactions in molecules and materials”
4:10pm-4:35pm Yuan Ping, Associate Professor, University of California, Santa Cruz: “First-Principles Many-Body Theory and Quantum Dynamics for Materials in Quantum Information Science”
4:35pm-5:00pm To Be Decided

Track 4: “Computational Modeling and Analysis in Bioengineering” with Colleen Witzenburg and Corinne Henak

Tuesday, September 20, 2022

Time Session
9:00am-11:00am Gibbon Workshop with Dr. Kevin Moerman, National University of Ireland, Galway
11:35am-12:15pm Lunch Break
12:15pm-1:00pm Dieter Fox, University of Washington: “Advances in Robotics and Autonomy” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Pascal Van Hentenryck, Georgia Tech: “Fusing AI and Optimization for Engineering” (Keynote)
2:00pm-2:30pm Break
2:30pm-4:30pm Brain and Neural Focus with spotlight speakers Dr. Rika Carlsen, Robert Morris University, and Dr. Johannes Weickenmeier, Stevens Institute of Technology

Wednesday, September 21, 2022

Time Session
9:00am-11:00am Cardiovascular Focus with spotlight speakers Dr. Claudio Chiastra, Politecnico di Torino, and Dr. Colleen Witzenburg, University of Wisconsin-Madison
11:35am-12:15pm Lunch Break
12:15pm-1:00pm Anna Stefanopoulou, University of Michigan: “Battery Engineering For Vehicle Electrification” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Somnath Ghosh, John Hopkins University: “Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys” (Keynote)
2:00pm-2:30pm Break
2:30pm-4:30pm Musculoskeletal Focus with spotlight speakers Dr. Sandra Shefelbine, Northeastern University, and Dr. Heidi Ploeg, Queen’s University

Track 5: “Electronic/Photonic Classical/Quantum Modeling” with Zongfu Yu & Irena Knezevic

Tuesday, September 20, 2022

Time Session
8:50am-9:00am Irena Knezevic, University of Wisconsin-Madison: Introductory Remarks; Commencement of the Electronics Session of Computing in Engineering Forum 2022
9:00am-9:30am Mathieu Luisier, ETH Zurich: “Towards fully atomistic simulations of nano-devices”
9:30am-10:00am Urs Aeberhard, Fluxim AG & ETH Zurich: ”
Simulation of photon recycling in thin film solar cells – from non-equilibrium Green’s functions to luminescent coupling in perovskite-based tandem”
10:00am-10:30am Josef Weinbub, Technical University of Vienna: “Wigner Signed Particles for Electron Quantum Optics”
10:30am-11:00am Gerhard Klimeck, Purdue University: “nanoHUB Integration into Semiconductor Education”
11:00am-11:30am Branislav Nikolic, University of Delaware: “Quantum-classical modeling in spintronics and magnonics”
11:35am-12:15pm Lunch Break
12:15pm-1:00pm Dieter Fox, University of Washington: “Advances in Robotics and Autonomy” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Pascal Van Hentenryck, Georgia Tech: “Fusing AI and Optimization for Engineering” (Keynote)
2:00pm-2:30pm Break
2:30pm-3:00pm Christian Jirauschek, Technical University of Munich: “Modeling of terahertz and microwave quantum devices”
3:00pm-3:30pm Shela Aboud, Synopsys: “Ab Initio-based Materials Modeling for Design Technology Co-Optimization (DTCO) Solutions”
3:30pm-4:00pm Neophytos Neophytou, University of Warwick: “Electronic and thermoelectric properties of complex band materials from first principles”
4:00pm-4:30pm Zlatan Aksamija, University of Utah: “Machine Learning for Thermal Management of Nanoelectronics”
4:30pm-5:00pm Roza Kotlyar, Intel: “Multi-physics modeling for quantum computing: from process and device physics to quantum performance simulation”

Wednesday, September 21, 2022

Time Session
8:00am-8:45am Alejandro W. Rodriguez, Princeton University: “Nanophotonic limits as quadratically constrained quadratic programs”
8:45am-9:30am Owen Miller, Yale University: “Nanophotonic design meets convex optimization: Hidden structure in Maxwell’s equations”
9:30am-9:50am Tyler Hughes, Flexcompute Inc: “Hardware Accelerated FDTD for Large Scale Electrodynamic Problems”
9:50am-10:10am Cunfu Wang, Xiamen University: “Topology optimization of thermophotonic problems”
10:10am-12:15pm Lunch Break
12:15pm-1:00pm Anna Stefanopoulou, University of Michigan: “Battery Engineering For Vehicle Electrification” (Keynote)
1:00pm-1:15pm Break
1:15pm-2:00pm Somnath Ghosh, John Hopkins University: “Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys” (Keynote)
2:00pm-2:30pm Break
2:30pm-3:15pm Jonathan Fan, Stanford University: “High speed simulation and optimization of freeform nanophotonic devices with deep networks”
3:15pm-4:00pm Mikhail Kats, University of Wisconsin-Madison: “Two bits of computing in photonics: Planck spectroscopy and nanoscale light extraction”
4:00pm-4:20pm Erfan Khoram, University of Wisconsin-Madison: “Modeling Metasurfaces with Graph Neural Network”
4:20pm-4:40pm Zhicheng Wu, University of Wisconsin-Madison: “Modeling Metasurfaces with Spatial Coupled Mode Theory”

 

After registering, check your inbox for an email from the Grainger Institute for Engineering.
The email contains live event access links.

Trouble with access? Contact gie@engr.wisc.edu