Integrating concepts from deep learning, machine learning, and artificial neural networks, this highly unique textbook presents content progressively from easy
Integrating concepts from deep learning, machine learning, and artificial neural networks, this highly unique textbook presents content progressively from easy
The first edition of this textbook was published in 2021. Over the past two years, we have invested in enhancing all aspects of deep learning methods to ensure
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