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题名/责任者:

Introduction to modern scientific programming and numerical methods / Lubos Brieda, Joseph Wang and Robert Martin.

版本说明:

First edition.

出版发行项:

Boca Raton FL : CRC Press/Taylor & Francis Group, 2025.

ISBN:

9780367671914

ISBN:

9780367676605

载体形态项:

xx, 454 pages : illustrations ; 25 cm

个人责任者:

Brieda, Lubos, author.

附加个人名称:

Wang, Joseph (Joseph Jiong), author.

附加个人名称:

Martin, Robert (Robert Scott), author.

论题主题:

Computer programming.

论题主题:

Numerical analysis.

中图法分类号:

TP312

书目附注:

Includes bibliographical references (pages 445-447) and index.

内容附注:

Scientific computing basics -- Finite difference and linear algebra -- Numerical analysis -- Introduction to C++ -- Kinetic methods -- Eulerian methods -- Interactive applications -- Software engineering -- High performance computing -- Optimization and machine learning -- Embedded systems.

摘要附注:

"The ability to use computers to solve mathematical relationships is a fundamental skill for anyone planning for a career in science or engineering. For this reason, numerical analysis is part of the core curriculum for just about every undergraduate physics and engineering department. But for most physics and engineering students, practical programming is a self-taught process. This book introduces the reader not only to the mathematical foundation but also to the programming paradigms encountered in modern hybrid software-hardware scientific computing. After completing the text, the reader will be well-versed in the use of different numerical techniques, programming languages, and hardware architectures, and will be able to select the appropriate software and hardware tool for their analysis. It can serve as a textbook for undergraduate courses on numerical analysis and scientific computing courses within engineering and physical sciences departments. It will also be a valuable guidebook for researchers with experimental backgrounds interested in working with numerical simulations, or to any new personnel working in scientific computing or data analysis"--

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