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.
Pareto GAN: Extending the representational power of GANs to heavy-tailed distributions
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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.