Extreme Event Likelihoods with Guided Generative Models
Guided diffusion models offer a new way to estimate the likelihood of extreme weather events.
In fields like science, engineering, and finance, estimating the risks of low-probability, high-impact events is crucial. Guided diffusion models present a novel approach to estimating these probabilities. A recent study explores the use of a guided diffusion model for tropical storms, highlighting its potential impact on climate science and risk analytics.
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