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Firas Gerges

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#graph neural networks Open access Dec 2026

An exposure-aware graph neural network for peak flood depth prediction in New Jersey urban watersheds

Study region This study evaluates flood prediction for three northern New Jersey watersheds. The municipalities, Englewood, Irvington, and Paterson, New Jersey, are susceptible to flooding, but vary in watershed size and extent of riverine influence. Study focus This study develops a spatio-temporal neural network that...

Ahmad Ibrahim, Firas Gerges, Viravid Na Nagara et al. · 0 citations

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