Description: Further DetailsTitle: Deep Learning in Computational MechanicsCondition: NewSubtitle: An Introductory CourseEAN: 9783030765866ISBN: 9783030765866Edition: 1st ed. 2021Publisher: Springer Nature Switzerland AGFormat: HardbackRelease Date: 08/06/2021Description: 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 the stage for the book’s main topics: physics-informed neural networks and the deep energy method. The idea of the book is to provide the basic concepts in a mathematically sound manner and yet to stay as simple as possible. To achieve this goal, mostly one-dimensional examples are investigated, such as approximating functions by neural networks or the simulation of the temperature’s evolution in a one-dimensional bar. Each chapter contains examples and exercises which are either solved analytically or in PyTorch, an open-source machine learning framework for python. Language: EnglishCountry/Region of Manufacture: CHItem Height: 235mmItem Length: 155mmAuthor: Stefan Kollmannsberger, Davide D'Angella, Moritz Jokeit, Leon HerrmannGenre: Technology & EngineeringBook Series: Studies in Computational IntelligenceTopic: Computing & InternetRelease Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
Price: 135.14 USD
Location: NN10 6GL
End Time: 2025-02-13T17:31:50.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money back or replacement (buyer's choice)
Return policy details:
Book Title: Deep Learning in Computational Mechanics
Title: Deep Learning in Computational Mechanics
Subtitle: An Introductory Course
EAN: 9783030765866
ISBN: 9783030765866
Edition: 1st ed. 2021
Release Date: 08/06/2021
Release Year: 2021
Country/Region of Manufacture: CH
Item Height: 235mm
Genre: Technology & Engineering
Topic: Computing & Internet
Number of Pages: VI, 104 Pages
Publication Name: Deep Learning in Computational Mechanics : an Introductory Course
Language: English
Publisher: Springer International Publishing A&G
Subject: Engineering (General), Intelligence (Ai) & Semantics, Probability & Statistics / General
Publication Year: 2021
Item Weight: 12.1 Oz
Type: Textbook
Subject Area: Mathematics, Computers, Technology & Engineering
Item Length: 9.3 in
Author: Stefan Kollmannsberger, Leon Herrmann, Davide D'angella, Moritz Jokeit
Series: Studies in Computational Intelligence Ser.
Item Width: 6.1 in
Format: Hardcover
