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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
Maria Molina - Learning Without Labels: New Insights into Climate and Extremes - IPAM at UCLA
Presenter
- Maria Molina
February 4, 2026
IPAM
Katherine Breen - Foundation Models as New Backbone for Medium-range Forecasting & Data Assimilation
Presenter
- Katherine Breen
February 2, 2026
IPAM
Advances in Probabilistic Generative Modeling for Scientific Machine Learning
Presenter
- Fei Sha
June 11, 2025
IMSI
Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks
Presenter
- Tom Beucler
November 4, 2022
IMSI
Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience
Presenter
- Auroop Ganguly
October 31, 2022
IMSI
Po-Lun Ma - Encoding microphysics in Earth system modeling with artificial intelligence
Presenter
- Po-Lun Ma
February 5, 2026
IPAM
Enhancing CFD simulations for digital twins by model reduction and scientific machine learning
Presenter
- Gianluigi Rozza
November 12, 2025
IMSI
Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations
Presenter
- Freddy Bouchet
November 2, 2022
IMSI