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The ATAL Online Faculty Development Programme (FDP) on “Modeling and simulation of composite materials: fabrication, characterization and applications” was organized from February 9 to 14, 2026, by Department of Mechanical Engineering, Elitte College of Engineering. This Faculty Development Programme (FDP) was designed to disseminate cutting-edge knowledge in the field of composite materials to faculty members, research scholars, and industry professionals. It provided a valuable platform for participants to engage with eminent experts from premier institutions, leading R&D organizations and internationally acclaimed researchers. Dr. Shubhabrata Datta, SRM Institute of Science and Technology, Tamil Nadu, explained that how the AI and Machine Learning (ML) have revolutionized composite material design by replacing traditional, slow trial-and-error methods with rapid, data-driven optimization. AI might accelerate the development of high-performance, lightweight materials for aerospace and automotive sectors by analyzing vast datasets to predict mechanical properties, optimize fiber orientations, and identify optimal stacking sequences.