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Explore the fundamentals and applications of Convolutional Neural Networks in this 26-minute keynote speech delivered at the 3rd International Conference on Applied Physics and Mathematical Modeling (CONF-APMM 2025). Learn from Dr. Marwan Omar of Illinois Institute of Technology as he presents key concepts, architectures, and practical implementations of CNNs in the context of applied physics and mathematical modeling. Gain insights into how these deep learning models process visual data, their mathematical foundations, and their relevance to current research in applied physics. Discover the intersection of artificial intelligence and physical sciences through this expert presentation designed for researchers, academics, and professionals working in computational physics and related fields.
