Videos

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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
Synoptic Attribution of Climate Extremes – Why It Matters Thumbnail

Synoptic Attribution of Climate Extremes – Why It Matters

Presenter
  • Simon Wang
October 21, 2022
IMSI
Detecting and Attributing Disparities in Urban Heat Thumbnail

Detecting and Attributing Disparities in Urban Heat

Presenter
  • Angel Hsu
October 21, 2022
IMSI
Climate Extreme Event Attribution and Extreme Value Theory Thumbnail

Climate Extreme Event Attribution and Extreme Value Theory

Presenter
  • Phillippe Naveau
October 20, 2022
IMSI
Bayesian Methods for Detection and Attribution Thumbnail

Bayesian Methods for Detection and Attribution

Presenter
  • Kate Marvel
October 20, 2022
IMSI
Attribution of extreme events in Canada Thumbnail

Attribution of extreme events in Canada

Presenter
  • Nathan Gillett
October 20, 2022
IMSI