£46.64

Springer Deep Learning in Computational Mechanics: An Introductory Course: 977 (Studies in Computational Intelligence, 977)

Sd-bo06

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£49.86 £5.07 £14.84 £24.61 £34.39 £44.16 £53.93 09 June 2024 03 November 2024 31 March 2025 25 August 2025 20 January 2026

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Description

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.

Key Features

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MULTI-FUNCTION & USE OCCASION: 100% Non-Toxic & Hypoallergenic and good for your health, The contemporary area rug adds the perfect modern touch to your space. That's timeless designs stand out in any room; Suitable for home decorate, children play, women yoga and pets carpet. Ensuring it will be a favorite for a long time.

Product Specifications

Colour
Sd-bo06
Size
2' X 7'
Format
paperback
Domain
Amazon UK
Release Date
07 August 2022
Listed Since
15 August 2020

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