Introduction to the Tools of Scientific Computing
Smith, Einar
ISBN 10: 3031169743 ISBN 13: 9783031169748
Editorial: Springer, 2023
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Descripción
Descripción:
pp. 444. N° de ref. del artículo 397858127
Sinopsis:
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.
Acerca del autor: Einar Smith holds academic degrees in Mathematics from the Unversity of Bonn, in Economics from the University of Oslo, and in Computer Science from the University of Hamburg. He has published a textbook on Mathematical Computability Theory, and a biography of the German computer scientist C.A. Petri. Both books have been published by Springer. In recent years he has mainly been concerned with the teaching of numerical methods at the University of Bonn, with an emphasis on computer programming.
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Detalles bibliográficos
Título: Introduction to the Tools of Scientific ...
Editorial: Springer
Año de publicación: 2023
Encuadernación: Encuadernación de tapa blanda
Condición: New
Edición: 2ª Edición
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Introduction to the Tools of Scientific Computing
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ISBN 10: 3031169743
ISBN 13: 9783031169748
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Surveys and compares many different programming languagesHelps to decide which programming language to use for which purposeProgramming concepts are introduced in well-known mathematical contextsEinar Smith holds academic degre. Nº de ref. del artículo: 1139436692
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Introduction to the Tools of Scientific Computing
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Introduction to the Tools of Scientific Computing
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Introduction to the Tools of Scientific Computing
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Springer International Publishing, Springer Nature Switzerland Okt 2023, 2023
ISBN 10: 3031169743
ISBN 13: 9783031169748
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Taschenbuch. Condición: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 444 pp. Englisch. Nº de ref. del artículo: 9783031169748
Cantidad disponible: 2 disponibles
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Introduction to the Tools of Scientific Computing
Publicado por
Springer International Publishing, 2023
ISBN 10: 3031169743
ISBN 13: 9783031169748
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
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Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Nº de ref. del artículo: 9783031169748
Cantidad disponible: 1 disponibles
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Introduction to the Tools of Scientific Computing
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