DeepX-GAN uses dependence-aware generative modeling to simulate unseen spatial heat extremes in the MENA region, identifying disproportionate threats to vulnerable countries and projecting future hotspot shifts under warming.
The 2021 western North America heat wave among the most extreme events ever recorded globally
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Capturing Unseen Spatial Heat Extremes Through Dependence-Aware Generative Modeling
DeepX-GAN uses dependence-aware generative modeling to simulate unseen spatial heat extremes in the MENA region, identifying disproportionate threats to vulnerable countries and projecting future hotspot shifts under warming.