PLENARY SPEAKERS
Wei Chen, Northwestern University
Data-Driven Design of Engineered Materials Systems: Challenges and Opportunities
Ellen Kuhl, Stanford University
The Multiphysics of Neurodegeneration
J. Nathan Kutz, University of Washington
Data-Driven Model Discovery and Physics-Informed Learning
Glaucio Paulino, Georgia Institute of Technology
Origami Engineering Simulations: Structures, Metamaterials, and Robots
SEMI-PLENARY SPEAKERS
Vikram Gavini, University of Michigan
Towards Large-Scale Quantum Accuracy Materials Simulations
Omar Ghattas, University of Texas at Austin
Parsimonious Structure-Exploiting Deep Neural Network Surrogates for Bayesian Inverse Problems
H. Alicia Kim, University of California, San Diego
Assad Oberai, University of Southern California
ML for Mechanics and Mechanics for ML
Alessandro Reali, University of Pavia
Some Recent Advances in Isogeometric Analysis
Jim Stewart, Sandia National Laboratories
Meeting the Challenges of Modeling and Simulation at Exascale