Електронна книга > Наука > Техніка > Машинобудування, виробництво > Genki Yagawa & Atsuya Oishi: Computational Mechanics with Neural Networks (PDF)

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

Підтримка

Обкладинка 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

Зміст

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.

Придбайте цю електронну книгу та отримайте ще 1 БЕЗКОШТОВНО!

Мова Англійська ● Формат PDF ● Сторінки 228 ● ISBN 9783030661113 ● Розмір файлу 11.7 MB ● Видавець Springer International Publishing ● Місто Cham ● Країна CH ● Опубліковано 2021 ● Завантажувані 24 місяців ● Валюта EUR ● Посвідчення особи 7773419 ● Захист від копіювання Соціальний DRM

Більше електронних книг того самого автора / Редактор

Genki Yagawa Atsuya Oishi

16 412 Електронні книги в цій категорі

Обкладинка Archibald Williams: Romance Of Modern Mechanism

Archibald Williams: Romance Of Modern Mechanism

The Romance of Modern Mechanism’ is a book written by Archibald Williams, first published in 1906. The book explores the technological advancements of the time, focusing on the mechanics and engineer …

Обкладинка Wilfried J. Bartz: Engine Oils and Automotive Lubrication

Wilfried J. Bartz: Engine Oils and Automotive Lubrication

Discusses all the major aspects of automotive and engine lubrication – presenting state-of-the-art advances in the field from both research and industrial perspectives. This book should be of interes …

Обкладинка 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 …

Обкладинка Richard Grzybowski & F. Patrick McCluskey: High Temperature Electronics

Richard Grzybowski & F. Patrick McCluskey: High Temperature Electronics

The development of electronics that can operate at high temperatures has been identified as a critical technology for the next century. Increasingly, engineers will be called upon to design avionics, …

Обкладинка Efim (State Marine Technical University, St. Petersburg, Russia) Rozenwasser & Rafael (SPIIRAN, St. Petersburg, Russia) Yusupov: Sensitivity of Automatic Control Systems

Efim (State Marine Technical University, St. Petersburg, Russia) Rozenwasser & Rafael (SPIIRAN, St. Petersburg, Russia) Yusupov: Sensitivity of Automatic Control Systems

Although it arose much earlier in a variety of contexts, sensitivity theory became an independent branch of science in the sixties. Since then, researchers from around the world have continued to mak …

Обкладинка A. K. Haghi & Alexander V. Vakhrushev: Composite Materials Engineering

A. K. Haghi & Alexander V. Vakhrushev: Composite Materials Engineering

This book provides a compilation of innovative fabrication strategies and utilization methodologies that are frequently adopted in the advanced composite materials community. It addresses developing …

Обкладинка 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 …

Обкладинка Leo Alting: Manufacturing Engineering Processes, Second Edition

Leo Alting: Manufacturing Engineering Processes, Second Edition

Responding to the need for an integrated approach in manufacturing engineering oriented toward practical problem solving, this updated second edition describes a process morphology based on fundament …

Обкладинка Bahurudeen (BITS Pilani, Hyderabad, India) A & P.V.P. (Engineering Delight Academy, Salem, India) Moorthi: Testing of Construction Materials

Bahurudeen (BITS Pilani, Hyderabad, India) A & P.V.P. (Engineering Delight Academy, Salem, India) Moorthi: Testing of Construction Materials

This book provides an understanding of peer-reviewed international construction materials and their testing methods in a simplified manner at a high technical level. It focuses on specific constructi …

Обкладинка Chun-Qing (RMIT University, Australia) Li & Wei (University of Melbourne, Australia) Yang: Steel Corrosion and Degradation of its Mechanical Properties

Chun-Qing (RMIT University, Australia) Li & Wei (University of Melbourne, Australia) Yang: Steel Corrosion and Degradation of its Mechanical Properties

This book presents the state-of-the-art-knowledge on corrosion of steel, cast iron and ductile iron with a focus on corrosion-induced degradation of their mechanical properties. The information prese …

Наступна сторінка >>>