Videos

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Maria Molina - Learning Without Labels: New Insights into Climate and Extremes - IPAM at UCLA Thumbnail

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 Thumbnail

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 Thumbnail

Advances in Probabilistic Generative Modeling for Scientific Machine Learning

Presenter
  • Fei Sha
June 11, 2025
IMSI

Representation equivalent Neural Operators

Presenter
  • Rima Alaifari
June 7, 2023
ICERM
Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks Thumbnail

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 Thumbnail

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 Thumbnail

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 Thumbnail

Enhancing CFD simulations for digital twins by model reduction and scientific machine learning

Presenter
  • Gianluigi Rozza
November 12, 2025
IMSI

On Learning Operators

Presenter
  • Siddhartha Mishra
June 6, 2023
ICERM
Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations Thumbnail

Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations

Presenter
  • Freddy Bouchet
November 2, 2022
IMSI
Sparse Random Features for Function Approximation Thumbnail

Sparse Random Features for Function Approximation

Presenter
  • Rachel Ward
April 13, 2021
IMSI

Predictive data science for physical systems- From model reduction to scientific machine learning

Presenter
  • Karen Willcox
February 20, 2020
ICERM