Generalizing rapid flood predictions to unseen urban catchments with conditional generative adversarial networks

This paper explored conditional generative adversarial networks for rapid flood prediction in unseen urban catchments. It contributed to the search for fast, transferable flood-mapping tools that can generalize beyond the catchments used for model training.

Recommended citation: do Lago, C. A., Giacomoni, M. H., Bentivoglio, R., Taormina, R., Gomes Junior, M. N., and Mendiondo, E. M. (2023). Generalizing rapid flood predictions to unseen urban catchments with conditional generative adversarial networks. Journal of Hydrology, 618, 129276. https://doi.org/10.1016/j.jhydrol.2023.129276
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