Videos

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Socio-Economic Damages from Weather and Climate Extremes Thumbnail

Socio-Economic Damages from Weather and Climate Extremes

Presenter
  • Christian Franzke
December 7, 2022
IMSI
Stochastic Models of Climate Extremes: Theory and Observations Thumbnail

Stochastic Models of Climate Extremes: Theory and Observations

Presenter
  • Philip Sura
March 13, 2013
IMA
A conditional approach to extreme event attribution Thumbnail

A conditional approach to extreme event attribution

Presenter
  • Richard Smith
October 18, 2022
IMSI
Tom Beucler - Artificial Intelligence Pathways from Weather to Climate - IPAM at UCLA Thumbnail

Tom Beucler - Artificial Intelligence Pathways from Weather to Climate - IPAM at UCLA

Presenter
  • Tom Beucler
February 2, 2026
IPAM
Revealing the statistics of extreme events hidden in short weather forecast data Thumbnail

Revealing the statistics of extreme events hidden in short weather forecast data

Presenter
  • Justin Finkel
November 3, 2022
IMSI
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
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
Using autoencoders as generative models to create forecast ensembles for data assimilation Thumbnail

Using autoencoders as generative models to create forecast ensembles for data assimilation

Presenter
  • Ian Grooms
October 31, 2022
IMSI
High-resolution climate modeling using coarse-scale models and reanalysis data Thumbnail

High-resolution climate modeling using coarse-scale models and reanalysis data

Presenter
  • Themistoklis Sapsis
November 3, 2022
IMSI
Sampling Strategies for Training Machine Learning Emulators of Gravity Wave Thumbnail

Sampling Strategies for Training Machine Learning Emulators of Gravity Wave

Presenter
  • Minah Yang
November 2, 2022
IMSI
Turbulence, Convection and Climate Prediction Thumbnail

Turbulence, Convection and Climate Prediction

Presenter
  • Joao Teixeira
October 29, 2014
IPAM
Adam Rupe - A complex systems perspective on machine learning for Earth science - IPAM at UCLA Thumbnail

Adam Rupe - A complex systems perspective on machine learning for Earth science - IPAM at UCLA

Presenter
  • Adam Rupe
February 3, 2026
IPAM