Search Results for author: Griffin Mooers

Found 2 papers, 0 papers with code

Analyzing High-Resolution Clouds and Convection using Multi-Channel VAEs

no code implementations1 Dec 2021 Harshini Mangipudi, Griffin Mooers, Mike Pritchard, Tom Beucler, Stephan Mandt

Understanding the details of small-scale convection and storm formation is crucial to accurately represent the larger-scale planetary dynamics.

Generative Modeling for Atmospheric Convection

no code implementations3 Jul 2020 Griffin Mooers, Jens Tuyls, Stephan Mandt, Michael Pritchard, Tom Beucler

While cloud-resolving models can explicitly simulate the details of small-scale storm formation and morphology, these details are often ignored by climate models for lack of computational resources.

Dimensionality Reduction Representation Learning

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