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Tropical Geometry Tools for Machine Learning and Phylogenomics
Presenter
- Ruriko Yoshida
October 23, 2024
ICERM
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys
Presenter
- Anjana Talapatra
May 16, 2024
IMSI
A Neural Network Approach to Learning Steady States and Their Stability of Parametric Dynamical Systems
Presenter
- Xiaochuan Tian
May 15, 2024
IMSI
Designing protein models with machine learning and experimental data
Presenter
- Klara Bonneau
April 26, 2024
IMSI
Environment-adaptive machine learning potentials for atomistic simulations of materials under extreme conditions
Presenter
- Ngoc-Cuong Nguyen
April 9, 2024
IMSI
Learning Together: Towards foundation models for machine learning interatomic potentials with meta-learning
Presenter
- Alice Allen
April 8, 2024
IMSI
Physics-Inspired Machine Learning Methods: A Status Report on Predictive Chemistry
Presenter
- Teresa Head-Gordon
April 8, 2024
IMSI
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM
Physics Constrained Machine Learning for Scientific Computing
Presenter
- Danielle Robinson
March 23, 2024
ICERM
Efficient Invariant Embeddings for multisets, point sets, and graphs
Presenter
- Nadav Dym
December 13, 2023
IMSI
A Method for Computing Inverse Parametric PDE Problems with Randomized Neural Networks
Presenter
- Suchuan Dong
June 9, 2023
ICERM