Videos

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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
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
Building Digital Twins of the Earth for NVIDIA’s Earth-2 Initiative Thumbnail

Building Digital Twins of the Earth for NVIDIA’s Earth-2 Initiative

Presenter
  • Karthik Kashinath
November 2, 2022
IMSI
Extracting climate cycles from spatiotemporal data and detecting emergence and disappearance of coherent phenomena across multiple dynamic regimes Thumbnail

Extracting climate cycles from spatiotemporal data and detecting emergence and disappearance of coherent phenomena across multiple dynamic regimes

Presenter
  • Gary Froyland
November 2, 2022
IMSI
Geometric Measure Theory on non smooth spaces with lower Ricci curvature bounds Thumbnail

Geometric Measure Theory on non smooth spaces with lower Ricci curvature bounds

Presenter
  • Daniele Semola
November 2, 2022
IAS
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
Sets with small l^1 Fourier norm Thumbnail

Sets with small l^1 Fourier norm

Presenter
  • Thomas Bloom
November 1, 2022
IAS
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