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Michael Ghil - Global warming & global weirding: Nonautonomous dynamics for chaotic & noisy systems
Presenter
- Michael Ghil
February 2, 2026
IPAM
Johan Mathé - Earth System Symmetries: Geometry, Groups, & Limits of Structure in Machine Learning
Presenter
- Johan Mathé
February 2, 2026
IPAM
Noah Brenowitz - Does progress in Earth System Modeling require more data, more compute, or both?
Presenter
- Noah Brenowitz
February 2, 2026
IPAM
A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features
Presenter
- Soledad Villar
June 9, 2025
IMSI
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