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David John Gagne - Physics and Uncertainty in the Community Research Earth Digital Intelligence Twin
Presenter
- David John Gagne
February 6, 2026
IPAM
Po-Lun Ma - Encoding microphysics in Earth system modeling with artificial intelligence
Presenter
- Po-Lun Ma
February 5, 2026
IPAM
Mohamed Iskandarani - Uncertainty Quantification in Ocean-Atmosphere Simulation w/ Polynomial Chaos
Presenter
- Mohamed Iskandarani
February 5, 2026
IPAM
Gary Froyland - Operator-theoretic methods for earth systems: atmosphere, ocean, and ML
Presenter
- Gary Froyland
February 5, 2026
IPAM
Milan Curcic - Deterministic AI Agents for Downstream Tasks & Application to Hurricane Forecasting
Presenter
- Milan Curcic
February 4, 2026
IPAM
Michael Fischer - Machine Learning Approach to Estimate 3-D Tropical Cyclone Kinematic Structure
Presenter
- Michael Fischer
February 4, 2026
IPAM
Eduardo Siman - Image-to-Image Tropical Cyclone Wind Field Diagnosis - IPAM at UCLA
Presenter
- Eduardo Siman
February 4, 2026
IPAM
Damian Rouson - Cloud microphysics via progressive refinement mimicking maximal info entropy
Presenter
- Damian Rouson
February 3, 2026
IPAM
Johan Mathé - Earth System Symmetries: Geometry, Groups, & Limits of Structure in Machine Learning
Presenter
- Johan Mathé
February 2, 2026
IPAM
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
Leveraging Data Science and Machine Learning for Optimal Global Health Outcomes
Presenter
- Joan LaRovere
May 17, 2023
IMSI