Shu-Yue Yan

Capturing Unseen Spatial Heat Extremes Through Dependence‐Aware Generative Modeling

DeepX‐GAN (Dependence‐Enhanced Embedding for Physical eXtremes—Generative Adversarial Network) is introduced, a deep generative model that explicitly captures the spatial structure of rare extremes and enables the simulation of statistically plausible extremes beyond the observed record, evaluated against long climate...