Numerical Methods In Computational Mechanics
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Computational Engineering - Introduction to Numerical Methods
Author: Michael Schäfer
language: en
Publisher: Springer Science & Business Media
Release Date: 2006-02-20
Introduction.- Modelling of Continuum Mechanical Problems.- Discretization of Problem Domain.- Finite-Volume Methods.- Finite-Element Methods.- Time Discretization.- Solution of Algebraic Systems of Equations.- Properties of Numerical Methods.- Finite-Element Methods in Structural Mechanics.- Finite-Volume Methods for Incompressible Flows.- Acceleration of Computations.- List of Symbols.- References.- Index.
Numerical Methods in Computational Mechanics
Author: J. Ghaboussi
language: en
Publisher: Taylor & Francis Group, LLC, CRC Press is
Release Date: 2017
Computational Mechanics with Neural Networks
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.