Porto, F., Ferro, M., Ogasawara, E., Moeda, T. , Tenorio de Barros, C.D., Chaves Silva, A., Zorrilla, R., Silva Pereira, R. , Nascimento Castro, R. , Silva, J.V., Salles, R., Fonseca, A.J., Hermsdorff, J., Magalhães, M., Sá, V., Simões, A.A., Cardoso, C. and Bezerra, E. 2022. Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results. Supercomputing Frontiers and Innovations. 9, 1 (May 2022), 49–73. DOI:https://doi.org/10.14529/jsfi220104.