Approximating Likelihoods for Spatial Extremes with Deep Learning

Reetam Majumder
October 4, 2022

The dynamics of changes in extreme precipitation in different regions and seasons

Paul O’Gorman
October 4, 2022

Transformed-Linear Methods for Multivariate Extremes and Application to Climate

Dan Cooley
October 3, 2022

Heat extremes in a warming world

Karen McKinnon
October 3, 2022

Analyzing trends in precipitation patterns using Hidden Markov model stochastic weather generators

Chris Paciorek
October 3, 2022

Using Climate Model Output to Analyze Extreme Events

Ben Shaby
October 3, 2022

Multi-model Ensemble Analysis with Neural Network Gaussian Processes

Trevor Harris
September 23, 2022

Data-Driven Discovery of Geophysical Dynamics with Uncertainty Quantification

Chris Wikle
September 23, 2022

Learning from data through the lens of (ocean) models, surrogates, and their derivatives

Patrick Heimbach
September 22, 2022