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Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models
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 regional scale.
DiffESM: Conditional Emulation of Earth System Models with Diffusion Models
Earth System Models (ESMs) are essential tools for understanding the impact of human actions on Earth's climate.
Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks
Climate models encapsulate our best understanding of the Earth system, allowing research to be conducted on its future under alternative assumptions of how human-driven climate forces are going to evolve.
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