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Machine-Learned Finite Element Exterior Calculus for Linear and Nonlinear Problems
Presenter
- Jonas Actor
June 6, 2023
ICERM
Learning Reduced-Order Models for Cardiovascular Simulations using Graph Neural Networks
Presenter
- Luca Pegolotti
June 6, 2023
ICERM
Leveraging Multi-time Hamilton Jacobi PDEs for Certain Scientific Machine Learning Problems
Presenter
- Paula Chen
June 9, 2023
ICERM
Deep neural operators with reliable extrapolation for multiphysics, multiscale & multifidelity problems
Presenter
- Lu Lu
June 7, 2023
ICERM
Cell-average based neural network method for time dependent problems
Presenter
- Jue Yan
June 5, 2023
ICERM
Andrew Christlieb - An introduction to Scientific Machine Learning - IPAM at UCLA
Presenter
- Andrew Christlieb
March 13, 2026
IPAM
Verification and Validation for Trustworthy Scientific Machine Learning
Presenter
- Lorena A.
March 4, 2025
IMSI
Explainable AI (XAI) for Climate Science: Detection, Prediction and Discovery
Presenter
- Elizabeth Barnes
October 31, 2022
IMSI
Machine learning for molecular simulations: priors and predictive constraints
Presenter
- Tristan Bereau
October 18, 2019
IPAM
Machine Learning for Materials Discovery: Low-LTC Compounds, Grain Boundaries, Superlattices and RNAs
Presenter
- Koji Tsuda
September 30, 2016
IPAM
Haiwen Guan - LUCIE Lightweight Uncoupled Climate Emulator long-term stability, physical consistency
Presenter
- Haiwen Guan
February 6, 2026
IPAM