Author

A. Gamage

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Preprint Aug 2026

Physics-informed VAE-EVT for Tail Aware Radio Map Prediction

This work introduces a physics- and tail-informed VAE-EVT (variational autoencoder-extreme value theory) framework that distinctly models both the bulk and tail distribution of SNR, and significantly outperforms the state-of-the-art GAN-based model.

A. Gamage, Niloofar Mehrnia, James Gross · 0 citations