Videos

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Machine Learning the Exchange And Correlation Functional In DFT Thumbnail

Machine Learning the Exchange And Correlation Functional In DFT

Presenter
  • Marivi Fern\u00e1ndez-Serra
March 26, 2024
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
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
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
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
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
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
Metastability of the Climate System Thumbnail

Metastability of the Climate System

Presenter
  • Valerio Lucarini
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
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