@article{article56369714, title = {Machine learning-based hydrological models for flash floods: a systematic literature}, author = {Santos, Leonardo Bacelar Lima and Escobar-Silva, Elton Vicente and Satolo, Luiz Fernando and Oyarzabal, Ricardo Sovek and Diniz, Michael M and Negri, Rogério Galante and Lima, Glauston R. T and Stephany, Stephan and Soares, Jaqueline A. J. P and Duque, Johan S and Saraiva Filho, Fernando Lima and Caseri, Angelica Nardo and Bacelar, Luiz}, year = {2025}, doi = {10.1007/s44268-025-00071-9}, journal = {Smart Construction and Sustainable Cities} }