Faithin Omaha eBook Collection

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 contains the edited version of some Plenary and Keynote Lectures presented at the III European Conference on Computational Mechanics: Solids, Structur

Computational Structural Mechanics: Static and Dynamic Behaviors provides a cutting-edge treatment of functionally graded materials and the computational method