Deep Learning in Computational Mechanics : An Introductory Course /

This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning's fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and engineering, setting...

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Bibliographic Details

Main Authors:	Kollmannsberger, Stefan (Author), D'Angella, Davide (Author), Jokeit, Moritz (Author), Herrmann, Leon (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Series:	Studies in Computational Intelligence, 977
Subjects:	Computational intelligence. Machine learning. Thermodynamics. Heat engineering. Heat transfer. Mass transfer. Computational Intelligence. Machine Learning. Engineering Thermodynamics, Heat and Mass Transfer. Electronic books.
Online Access:	Connect to the full text of this electronic book