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Computational Mechanics with Neural Networks

Computational Mechanics with Neural Networks

Hardcover

Series: Lecture Notes on Numerical Methods in Engineering and Scienc

Technology & EngineeringGeneral MathematicsPhysics

ISBN10: 3030661105
ISBN13: 9783030661106
Publisher: Springer Nature
Published: Feb 27 2021
Pages: 228
Weight: 1.14
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English

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.

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