Welcome to Loot.co.za!   Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

Not currently available

Deep Learning in Computational Mechanics - An Introductory Course (Paperback, 1st ed. 2021) Loot Price: R1,464
Discovery Miles 14 640
Repayment Terms: R137 pm x 12*
Deep Learning in Computational Mechanics - An Introductory Course (Paperback, 1st ed. 2021): Stefan Kollmannsberger, Davide...

Deep Learning in Computational Mechanics - An Introductory Course (Paperback, 1st ed. 2021)

Stefan Kollmannsberger, Davide D'Angella, Moritz Jokeit, Leon Herrmann

Series: Studies in Computational Intelligence, 977

 (sign in to rate)
Loot Price R1,464 Discovery Miles 14 640 | Repayment Terms: R137 pm x 12*

Bookmark and Share

Supplier out of stock. If you add this item to your wish list we will let you know when it becomes available.

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.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Studies in Computational Intelligence, 977
Release date: August 2022
First published: 2021
Authors: Stefan Kollmannsberger • Davide D'Angella • Moritz Jokeit • Leon Herrmann
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 104
Edition: 1st ed. 2021
ISBN-13: 978-3-03-076589-7
Categories: Books > Professional & Technical > Mechanical engineering & materials > Materials science > Engineering thermodynamics
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
Promotions
LSN: 3-03-076589-X
Barcode: 9783030765897

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Hardware Accelerator Systems for Artificial Intelligence and Machine Learning, Volume 122 (Hardcover): Shiho Kim, Ganesh...
Hardware Accelerator Systems for…
Shiho Kim, Ganesh Chandra Deka Hardcover R4,083 Discovery Miles 40 830
Machine Learning and Data Mining (Paperback): I Kononenko, M Kukar
Machine Learning and Data Mining
I Kononenko, M Kukar Paperback R1,931 Discovery Miles 19 310
Autonomous Mobile Robots - Planning, Navigation and Simulation (Paperback): Rahul Kala
Autonomous Mobile Robots - Planning…
Rahul Kala Paperback R4,448 Discovery Miles 44 480
Medical and Healthcare Robotics - New Paradigms and Recent Advances (Paperback): Olfa Boubaker
Medical and Healthcare Robotics - New…
Olfa Boubaker Paperback R3,074 Discovery Miles 30 740
Digital Technologies for Agriculture (Hardcover): Narendra Rathore Singh
Digital Technologies for Agriculture
Narendra Rathore Singh Hardcover R6,597 Discovery Miles 65 970
Statistical Modeling in Machine Learning - Concepts and Applications (Paperback): Tilottama Goswami, G. R. Sinha
Statistical Modeling in Machine Learning…
Tilottama Goswami, G. R. Sinha Paperback R4,074 Discovery Miles 40 740
Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling (Paperback): Jahan B....
Machine Learning and Pattern Recognition…
Jahan B. Ghasemi Paperback R4,074 Discovery Miles 40 740
Adversarial Robustness for Machine Learning (Paperback): Pin-Yu Chen, Cho-Jui Hsieh
Adversarial Robustness for Machine…
Pin-Yu Chen, Cho-Jui Hsieh Paperback R2,324 Discovery Miles 23 240
Machine Learning for Planetary Science (Paperback): Joern Helbert, Mario D'Amore, Michael Aye, Hannah Kerner
Machine Learning for Planetary Science
Joern Helbert, Mario D'Amore, … Paperback R3,524 Discovery Miles 35 240
Deep Learning on Edge Computing Devices - Design Challenges of Algorithm and Architecture (Paperback): Xichuan Zhou, Haijun...
Deep Learning on Edge Computing Devices…
Xichuan Zhou, Haijun Liu, … Paperback R3,574 Discovery Miles 35 740
Optimum-Path Forest - Theory, Algorithms, and Applications (Paperback): Alexandre Xavier Falcao, Joao Paulo Papa
Optimum-Path Forest - Theory…
Alexandre Xavier Falcao, Joao Paulo Papa Paperback R3,175 Discovery Miles 31 750
Machine Learning for Biometrics - Concepts, Algorithms and Applications (Paperback): Partha Pratim Sarangi, Madhumita Panda,...
Machine Learning for Biometrics…
Partha Pratim Sarangi, Madhumita Panda, … Paperback R2,699 Discovery Miles 26 990

See more
Books | DVD | Games | Music | Computers | Electronics | Fashion | Sport | Kitchen | Home | Pets | DIY | Toys | Baby | Health & Beauty | Stationery | Arts & Crafts
Need help?
My account
Services
Networking
Partners