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.

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Developing Machine Learning Benchmarks for Weather and Climate Problems

By David John Gagne
Workshop Presentation
June 9, 2022

ML-based model evaluation

By Marcelo Barreiro
Workshop Presentation
June 8, 2022

Combining Data Assimilation and Machine Learning to Built Data-driven Models of Chaotic Dynamics: DA-based ML & ML-based DA

By Marc Bocquet
Workshop Presentation
June 8, 2022

ML based Earth System Model Evaluation (and Constraint) Using Satellite Data

By Philip Stier
Workshop Presentation
June 8, 2022

Causality and Interpretability

By Marie McGraw
Workshop Presentation
June 7, 2022

Causal Inference and Discovery for Climate Science

By Jakob Runge
Workshop Presentation
June 7, 2022

A Shallow Overview of NASA's Earth Science Division for ESMs and ML/AI

By Kathy Hibbard
Workshop Presentation
June 7, 2022

NOAA & Climate Program Office Priorities: Opportunities for Extramural Community Engagement

By Virginia Selz
Workshop Presentation
June 7, 2022

Causal model evaluation

By Katja Weigel
Workshop Presentation
June 7, 2022

Nvidia's Earth-2 Initiative

By David Hall
Workshop Presentation
June 7, 2022