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Bridging Scales in Materials Modeling With Occam-Shaved Machine Learning
Presenter
- Luca Ghiringhelli
March 29, 2024
IMSI
Extrapolating Unconverged GW Energies up to the Complete Basis Set Limit with a Linear Model
Presenter
- Fabien Bruneval
March 28, 2024
IMSI
Wave function accuracy beyond the mode in variation Monte Carlo
Presenter
- Jonathan Weare
March 27, 2024
IMSI
Biological Research and Space Health Enabled by Machine Learning to Support Deep Space Missions
Presenter
- Lauren Sanders
March 24, 2024
ICERM
When big networks are not enough: physics, multifidelity and kernels
Presenter
- Panos Stinis
March 24, 2024
ICERM
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM
Efficient optimization for simulation and real-world applications
Presenter
- Eytan Bakshy
March 24, 2024
ICERM
Physics Constrained Machine Learning for Scientific Computing
Presenter
- Danielle Robinson
March 23, 2024
ICERM
Enforcing Structure in Scientific Machine Learning for Computational Decision Support & Digital Twins
Presenter
- Karthik Duraisamy
March 23, 2024
ICERM
Quasi Real-Time Simulations with Neural Networks for Industrial Applications
Presenter
- Yu-Chin Chan
March 23, 2024
ICERM
A local, low-dimensional Machine Learning based PDE Solver for modeling engineering applications
Presenter
- Rishikesh Ranade
March 23, 2024
ICERM