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This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning metho

This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental con

This book highlights a comprehensive introduction to the fundamental statistical mechanics underneath the inner workings of neural networks. The book discusses

This book is intended for students, engineers, and researchers interested in both computational mechanics and deep learning. It presents the mathematical and co

This lecture presents research on a general framework for perceptual organization that was conducted mainly at the Institute for Robotics and Intelligent System