A study published in the Proceedings of the AAAI Conference on Artificial Intelligence focused on using advanced machine learning tools to optimize extreme event prediction systems in the city of Santos, Brazil. The study was coordinated by a team of researchers and used models based on differential equations and machine learning methods to improve the accuracy of predictions.