Videos

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Optimization-in-the-loop ML for energy and climate

Presenter
  • Priya Donti
June 9, 2023
ICERM
Mitigating Disaster Risks in the Age of Climate Change Thumbnail

Mitigating Disaster Risks in the Age of Climate Change

Presenter
  • Harrison Hong
March 31, 2023
IMSI
Transition path theory for rare event exploration: elucidating the critical dynamics of polar vortex breakdown Thumbnail

Transition path theory for rare event exploration: elucidating the critical dynamics of polar vortex breakdown

Presenter
  • Justin Finkel
October 6, 2022
IMSI
High-dimensional extreme quantile regression using partially-interpretable neural networks Thumbnail

High-dimensional extreme quantile regression using partially-interpretable neural networks

Presenter
  • Raphael Huser
October 5, 2022
IMSI
Transformed-Linear Methods for Multivariate Extremes and Application to Climate Thumbnail

Transformed-Linear Methods for Multivariate Extremes and Application to Climate

Presenter
  • Dan Cooley
October 3, 2022
IMSI
Changepoints in Climate Data Thumbnail

Changepoints in Climate Data

Presenter
  • Robert Lund
March 1, 2021
IMSI
Understanding past and future ocean warming: from theory to modeling Thumbnail

Understanding past and future ocean warming: from theory to modeling

Presenter
  • Laure Zanna
March 1, 2021
IMSI

Predicting the behavior of ocean ecology in a changing climate: from simple theory to global climate models

Presenter
  • Irina Marinov
June 29, 2011
MBI
Tackling the numerical challenges of future-generation climate models: High-order methods, nonhydrostatic designs, variable-resolution and cubed-sphere grids, and how to test models Thumbnail

Tackling the numerical challenges of future-generation climate models: High-order methods, nonhydrostatic designs, variable-resolution and cubed-sphere grids, and how to test models

Presenter
  • Christiane Jablonowski
April 15, 2011
IMA
Statistical reduced-order models and data-driven closure strategies for turbulent systems Thumbnail

Statistical reduced-order models and data-driven closure strategies for turbulent systems

November 4, 2022
IMSI
Neural-network parameterization of subgrid momentum transport learned from a high-resolution simulation Thumbnail

Neural-network parameterization of subgrid momentum transport learned from a high-resolution simulation

Presenter
  • Janni Yuval
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