Phillip Si
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Journal of Hydrology · 2026

Toward AI-driven digital twins for metropolitan floods: A conditional latent dynamics network surrogate of the shallow water equations

Phillip Si, Y. Qiu, O. Sallam, J. Feinstein, Z. He, E. Yan, Peng Chen

Journal of Hydrology

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Overview

Rainfall-driven latent neural dynamics and terrain-conditioned decoding for efficient, high-resolution basin-wide flood forecasts.