Related Books

Computational Mechanics with Neural Networks
Language: en
Pages: 233
Authors: Genki Yagawa
Categories: Technology & Engineering
Type: BOOK - Published: 2021-02-26 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning metho
Deep Learning in Computational Mechanics
Language: en
Pages: 108
Authors: Stefan Kollmannsberger
Categories: Technology & Engineering
Type: BOOK - Published: 2021-08-05 - Publisher: Springer Nature

DOWNLOAD EBOOK

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
Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics
Language: en
Pages: 254
Authors: Felix Fritzen
Categories: Technology & Engineering
Type: BOOK - Published: 2019-09-18 - Publisher: MDPI

DOWNLOAD EBOOK

The use of machine learning in mechanics is booming. Algorithms inspired by developments in the field of artificial intelligence today cover increasingly varied
Computational Mechanics
Language: en
Pages: 640
Authors: C. A. Mota Soares
Categories: Computers
Type: BOOK - Published: 2006-05-22 - Publisher:

DOWNLOAD EBOOK

Computational Mechanics in solids, structures and coupled problems in engineering is today a mature science with applications to major industrial designs. This
Statistical Mechanics of Neural Networks
Language: en
Pages: 302
Authors: Haiping Huang
Categories: Science
Type: BOOK - Published: 2022-01-04 - Publisher: Springer Nature

DOWNLOAD EBOOK

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