Resources

AGCI makes publicly accessible thousands of video presentations, research publications, and other resources from our workshops and projects. Use the search and filter options below to explore the resource library.

Clear All Filters

Deep Learning & Big Data for Climate Modeling

By Stephan Hoyer
Workshop Presentation
June 7, 2022

Machine Learning Applications Across Climate Action

By David Rolnick
Workshop Presentation
June 7, 2022

Digital Twins for Extremes

By Karthik Kashinath
Workshop Presentation
June 7, 2022

AI Research for Climate Change and Environmental Sustainability

By Claire Monteleoni
Workshop Presentation
June 7, 2022

Prospects for physics-informed training

By William D. Collins
Workshop Presentation
June 7, 2022

Machine Learning for Detection and Prediction of Precipitation on Climate Timescales

By Maria Molina
Workshop Presentation
June 7, 2022

Objective Calibration of Land Models

By Katie Dagon
Workshop Presentation
June 6, 2022

Causal discovery and Deep Learning to Improve Convection in Climate Models

By Fernando Iglesias-Suarez
Workshop Presentation
June 6, 2022

Adventures in Latent Variable ML Modeling

By Mike Pritchard
Workshop Presentation
June 6, 2022

Climate-Invariant Machine Learning

By Tom Beucler
Workshop Presentation
June 6, 2022