Videos

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Metastability of the Climate System Thumbnail

Metastability of the Climate System

Presenter
  • Valerio Lucarini
November 1, 2022
IMSI
Smashing Cities and Planets with Rare Event Sampling and AI Thumbnail

Smashing Cities and Planets with Rare Event Sampling and AI

Presenter
  • Dorian Abbot
November 1, 2022
IMSI
Physics to Machine learning and machine leaning back to physics Thumbnail

Physics to Machine learning and machine leaning back to physics

Presenter
  • Pierre Gentine
November 1, 2022
IMSI
Using data-informed methods towards an improved understanding and representation of atmospheric gravity waves Thumbnail

Using data-informed methods towards an improved understanding and representation of atmospheric gravity waves

Presenter
  • Aditi Sheshadri
November 1, 2022
IMSI
Combining Stochastic Parameterized Reduced Order Models with Machine Learning for Data Assimilation and Uncertainty Quantification with Partial Observations Thumbnail

Combining Stochastic Parameterized Reduced Order Models with Machine Learning for Data Assimilation and Uncertainty Quantification with Partial Observations

Presenter
  • Nan Chen
October 31, 2022
IMSI
Explainable AI (XAI) for Climate Science: Detection, Prediction and Discovery Thumbnail

Explainable AI (XAI) for Climate Science: Detection, Prediction and Discovery

Presenter
  • Elizabeth Barnes
October 31, 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
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
Accelerated Parametric Uncertainty Quantification and Optimal Data Acquisition in an Idealized Global Atmosphere Model Thumbnail

Accelerated Parametric Uncertainty Quantification and Optimal Data Acquisition in an Idealized Global Atmosphere Model

Presenter
  • Oliver Dunbar
October 31, 2022
IMSI
Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control Thumbnail

Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control

Presenter
  • Daniel Lacker
May 26, 2022
IMSI
Reinforcement Learning Algorithm for Mixed Mean Field Control Games Thumbnail

Reinforcement Learning Algorithm for Mixed Mean Field Control Games

Presenter
  • Jean-Pierre Fouque
May 26, 2022
IMSI
Assessing Transfer Learning Thumbnail

Assessing Transfer Learning

Presenter
  • Haoyang Cao
May 26, 2022
IMSI