Introduction to the Tools of Scientific Computing (Hardcover, 2nd ed. 2022)

The book provides an introduction to common programming tools and methods in numerical mathematics and scientific computing. Unlike standard approaches, it does not focus on any specific language, but aims to explain the underlying ideas. Typically, new concepts are first introduced in the particularly user-friendly Python language and then transferred and extended in various programming environments from C/C++, Julia and MATLAB to Maple and Mathematica. This includes various approaches to distributed computing. By examining and comparing different languages, the book is also helpful for mathematicians and practitioners in deciding which programming language to use for which purposes. At a more advanced level, special tools for the automated solution of partial differential equations using the finite element method are discussed. On a more experimental level, the basic methods of scientific machine learning in artificial neural networks are explained and illustrated.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Texts in Computational Science and Engineering, 25
Release date:	October 2022
First published:	2022
Authors:	Einar Smith
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	428
Edition:	2nd ed. 2022
ISBN-13:	978-3-03-116971-7
Categories:	Books > Science & Mathematics > Mathematics > Numerical analysis Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Computing & IT > Computer programming > Programming languages > General Promotions
LSN:	3-03-116971-9
Barcode:	9783031169717

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