The Faculty Development Program (FDP) on Advances in Mathematical Modeling Techniques, AI/ML and Bioinformatics was organized online by the Centre for Excellence in Mathematical Biology (CEMB), SSSIHL, in collaboration with ISMMACS, from April 12–19, 2025, as part of the Sri Sathya Sai Centenary Celebrations. It brought together 72 participants—faculty, researchers, and students—from across India.
Over eight days, expert speakers from premier institutions worldwide delivered sessions covering key domains such as optimal control, parameter estimation, epidemiological modeling, delay differential equations (DDEs), stochastic modeling, bioinformatics, and scientific machine learning. The program balanced theory with hands-on training, using tools like Python, MATLAB, and JAMOVI to simulate real-world scenarios in population dynamics, disease spread, cancer research, and more.
Highlights included sessions on machine learning techniques like Extreme Learning Machines, cryptographic applications of graph theory, and hybrid modeling approaches combining AI and mechanistic models. Real-life case studies, such as modeling the effects of insecticides on crops or hereditary cancer diagnostics through bioinformatics, added practical value.
Participant feedback was overwhelmingly positive, praising the program’s interdisciplinary nature, clarity of instruction, technical depth, and smooth organization. Many appreciated the accessibility of complex topics and the provision of session recordings for continued learning. The FDP successfully enriched participants’ knowledge base and provided a robust platform for future research and collaboration in mathematical biology and computational modeling.
