Catalog > Ciência > Técnica > Engenharia Mecânica, Engenharia de Produção > Genki Yagawa & Atsuya Oishi: Computational Mechanics with Neural Networks (PDF)

Genki Yagawa & Atsuya Oishi
Computational Mechanics with Neural Networks [PDF ebook]

Apoio

Capa do Genki Yagawa & Atsuya Oishi: Computational Mechanics with Neural Networks (PDF)

This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning method in computational mechanics. Part II highlights the applications of neural networks to a variety of problems of computational mechanics. The final chapter gives perspectives to the applications of the deep learning to computational mechanics.

€171.19

Tabela de Conteúdo

Part I: Machine Learning Technologies for Computational Mechanics.-Chapter 1. Computers and Network.- Chapter 2. Feedforward Neural Networks.- Chapter 3. Deep Learning.- Chapter 4. Mutually Connected Neural Networks.- Chapter 5. Other Neural Networks.-Chapter 6. Other Algorithms and Systems.- Part II Applications: Chapter 7. Introductory Remarks. Chapter 8. Constitutive Models.- Chapter 9. Numerical Quadrature.- Chapter 10. Identifications of Analysis Parameters.

Compre este e-book e ganhe mais 1 GRÁTIS!

Língua Inglês ● Formato PDF ● Páginas 228 ● ISBN 9783030661113 ● Tamanho do arquivo 11.7 MB ● Editora Springer International Publishing ● Cidade Cham ● País CH ● Publicado 2021 ● Carregável 24 meses ● Moeda EUR ● ID 7773419 ● Proteção contra cópia DRM social

Mais ebooks do mesmo autor(es) / Editor

Genki Yagawa Atsuya Oishi

12.431 Ebooks nesta categoria

Capa do David (Consultant, Australia) Chadderton: Air Conditioning

David (Consultant, Australia) Chadderton: Air Conditioning

David Chadderton”s Air Conditioning is the complete introduction and reference guide for students and practitioners of air conditioning design, installation and maintenance. The scientific principle …

Capa do Hatsuo Ishida: Characterization of Composite Materials

Hatsuo Ishida: Characterization of Composite Materials

Capa do Vishvesh J. Badheka & Jaykumar Vora: Advances in Welding Technologies for Process Development

Vishvesh J. Badheka & Jaykumar Vora: Advances in Welding Technologies for Process Development

Within manufacturing, welding is by far the most widely used fabrication method used for production, leading to a rise in research and development activities pertaining to the welding and joining of …

Capa do Frank (University of Colorado, Boulder, USA (retired)) Kreith & Paul (NREL, Golden, Colorado, USA) Norton: Air Conditioning and Refrigeration Engineering

Frank (University of Colorado, Boulder, USA (retired)) Kreith & Paul (NREL, Golden, Colorado, USA) Norton: Air Conditioning and Refrigeration Engineering

An air conditioning system consists of components and equipment arranged in sequential order to control and maintain an indoor environment. The goal is to provide a healthy and comfortable climate wi …

Capa do Holger Martin: Heat Exchangers

Holger Martin: Heat Exchangers

This is a text/reference illustrating thermal and hydraulic design of heat exchangers. The book shows how to apply the fundamentals of thermodynamics, heat transfer, and fluid dynamics for a systemat …

Capa do Basuraj (University College Dublin, Ireland) Bhowmik & Budhaditya Hazra: Advanced Steel Design of Structures

Basuraj (University College Dublin, Ireland) Bhowmik & Budhaditya Hazra: Advanced Steel Design of Structures

Advanced Steel Design of Structures examines the design principles of steel members under special loads and covers special geometric forms and conditions not typically presented in standard design bo …

Capa do Joao Pedro A. (Universidade Federal de Santa Catarina, Brazil) Bastos & Nelson (Universidade Federal de Santa Catarina, Brazil) Sadowski: Magnetic Materials and 3D Finite Element Modeling

Joao Pedro A. (Universidade Federal de Santa Catarina, Brazil) Bastos & Nelson (Universidade Federal de Santa Catarina, Brazil) Sadowski: Magnetic Materials and 3D Finite Element Modeling

Magnetic Materials and 3D Finite Element Modeling explores material characterization and finite element modeling (FEM) applications. This book relates to electromagnetic analysis based on Maxwell’s e …

Capa do John Phillip (University of Newcastle, UK) Carter & Chandrakant S. (University of Arizona, Tucson, USA) Desai: DSC/HISS Modeling Applications for Problems in Mechanics, Geomechanics, and Structural Mechanics

John Phillip (University of Newcastle, UK) Carter & Chandrakant S. (University of Arizona, Tucson, USA) Desai: DSC/HISS Modeling Applications for Problems in Mechanics, Geomechanics, and Structural Mechanics

Understanding the mechanical behavior of solids and contacts (interfaces and joints) is vital for the analysis, design, and maintenance of engineering systems. Materials may simultaneously experience …

Capa do Sunil K. (University of Delaware, Newark, USA) Agrawal & Hebertt Sira-Ramirez: Differentially Flat Systems

Sunil K. (University of Delaware, Newark, USA) Agrawal & Hebertt Sira-Ramirez: Differentially Flat Systems

Illustrating the power, simplicity, and generality of the concept of flatness, this reference explains how to identify, utilize, and apply flatness in system planning and design. The book includes a …