2 citations · 2 across the 3 of their papers we have counts for
3 papers
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…
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…
DiffESM: Conditional Emulation of Earth System Models with Diffusion Models
Seth Bassetti, Brian Hutchinson, Claudia Tebaldi +1
Earth System Models (ESMs) are essential tools for understanding the impact of human actions on Earth's climate. One key application of these models is studying extreme weather eve…