The CIMPA School in Pernambuco, scheduled for January 2026, will bring together young researchers and experts in applied mathematics to explore cutting-edge topics such as mathematical modeling in neuroscience, epidemiological systems, topological data analysis in complex systems, and statistical mechanics of neural networks.