Ignacio Lopez-Gomez
Ignacio Lopez-Gomez is a research scientist at Google Research. His research focuses on the development of data-driven weather forecasting systems, with an emphasis on extreme events, and on climate modeling and analysis. He holds a PhD in Environmental Science & Engineering from Caltech, where he developed a model of atmospheric turbulence, convection and clouds for climate models.
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Dynamical-generative downscaling of climate model ensembles
Tapio Schneider
John Anderson
Proceedings of the National Academy of Sciences, 122 (2025), e2420288122
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models
John Anderson
Science Advances, 10 (2024), eadk4489
Pushing the Frontiers in Climate Modeling and Analysis with Machine Learning
Veronika Eyring
William D. Collins
Pierre Gentine
Elizabeth A. Barnes
Marcelo Barriero
Tom Beucler
Marc Bocquet
Christopher S. Bretherton
Hannah M. Christiansen
Katherine Dagon
David John Gagne
David Hall
Dorit Hammerling
Fernando Iglesias-Suarez
Marie C. McGraw
Gerald A. Meehl
Maria J. Molina
Claire Monteleoni
Michael Pritchard
David Rolnick
Jakob Runge
Philip Stier
Oliver Watt-Meyer
Katja Weigel
Rose Yu
Laure Zanna
Nature Climate Change, 14 (2024), 916–928
Global extreme heat forecasting using neural weather models
Amy McGovern
Jason Hickey
Artificial Intelligence for the Earth Systems, 2 (2023), e220035
