An Introduction to Scientific Computing with MATLAB® and Python Tutorials - Brossura

Xu, Sheng

 
9781032063188: An Introduction to Scientific Computing with MATLAB® and Python Tutorials
Brossura
ISBN 10: 1032063181 ISBN 13: 9781032063188
Casa editrice: Chapman and Hall/CRC, 2024

Sinossi

This textbook is written for the first introductory course on scientific computing. It covers elementary numerical methods for linear systems, root finding, interpolation, numerical integration, numerical differentiation, least squares problems, initial value problems and boundary value problems. It includes short Matlab and Python tutorials to quickly get students started on programming. It makes the connection between elementary numerical methods with advanced topics such as machine learning and parallel computing.

This textbook gives a comprehensive and in-depth treatment of elementary numerical methods. It balances the development, implementation, analysis and application of a fundamental numerical method by addressing the following questions.

•Where is the method applied?
•How is the method developed?
•How is the method implemented?
•How well does the method work?

The material in the textbook is made as self-contained and easy-to-follow as possible with reviews and remarks. The writing is kept concise and precise. Examples, figures, paper-and-pen exercises and programming problems are deigned to reinforce understanding of numerical methods and problem-solving skills.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Sheng Xu is an Associate Professor of Mathematics at Southern Methodist University in Dallas, TX. His research areas are in the field of fluid mechanics and scientific computing, with specialization in computational fluid dynamics (CFD). He has written a few CFD packages to simulate fluid-solid interactions using the immersed interface method.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Chapman and Hall/CRC
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1032063181
ISBN 13 
9781032063188
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
398
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781032063157: An Introduction to Scientific Computing with MATLAB® and Python Tutorials

Edizione in evidenza

ISBN 10:  1032063157 ISBN 13:  9781032063157
Casa editrice: Chapman and Hall/CRC, 2022
Rilegato