most citedEmulating the Global Change Analysis Model with Deep Learning

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physics.ao-ph2024

DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion Models

Seth Bassetti, Brian Hutchinson, Claudia Tebaldi +1

Earth System Models (ESMs) are essential for understanding the interaction between human activities and the Earth's climate. However, the computational demands of ESMs often limit…

physics.ao-ph2024

Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models

Katie Christensen, Lyric Otto, Seth Bassetti +2

Earth system models (ESMs) are the principal tools used in climate science to generate future climate projections under various atmospheric emissions scenarios on a global or regio…