Texts in Computational Science and Engineering

A Primer on Scientific Programming with Python

Authors: Langtangen, Hans Petter

  • Example-oriented text with all applications taken from science and engineering
  • Aimed at newcomers to programming and Python, but proved to be useful for professionals too
  • All examples are accompanied by complete program codes, which can be modified to the reader's needs
  • Covers both Matlab-style "simple" programming and object-oriented programming
  • Demonstrates how Python can be an alternative to Matlab in scientific computing
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eBook $59.99
price for USA (gross)
  • ISBN 978-3-642-30293-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Rent the ebook  
  • Rental duration: 1 or 6 month
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  • online reader with highlighting and note-making option
  • can be used across all devices
About this Textbook

The book serves as a first introduction to computer programming of scientific applications, using the high-level Python language. The exposition is example- and problem-oriented, where the applications are taken from mathematics, numerical calculus, statistics, physics, biology, and finance. The book teaches "Matlab-style" and procedural programming as well as object-oriented programming. High school mathematics is a required background, and it is advantageous to study classical and numerical one-variable calculus in parallel with reading this book. Besides learning how to program computers, the reader will also learn how to solve mathematical problems, arising in various branches of science and engineering, with the aid of numerical methods and programming. By blending programming, mathematics and scientific applications, the book lays a solid foundation for practicing computational science.

About the authors

Hans Petter Langtangen is a professor of computer science at the University of Oslo. He has formely been a professor of mechanics and is now the director of a Norwegian Center of Excellence: "Center for Biomedical Computing", at Simula Research Laboratory. Langtangen has published over 100 scientific publications and written several books, including papers and a book on Python's potential for scientific computing. He has also developed open source and commercial software systems for computational sciences.

Reviews

From the reviews of the third edition:

“A Primer on Scientific Programming with Python simultaneously introduces us to the Python programming language and its use in scientific computing. … The reader will learn good Python programming style from the Primer. The book will often present a direct solution using only the most basic language features … . Those of us who have learned scientific programming in Python ‘on the streets’ could be a little jealous of students who have the opportunity to take a course out of Langtangen’s Primer.” (John D. Cook, The Mathematical Association of America, September, 2011)

“This voluminous book offers an excellent and detailed explanation of programming paradigms and mathematical lexicons. … The author includes many programs, explanations, and exercises. … This book will prove very useful for mathematicians and statisticians. … I definitely recommend this book to university students for a six-month course or classroom discussions. If someone wants to quickly learn Python concepts, it can be used as a reference.” (Naga Narayanaswamy, ACM Computing Reviews, February, 2013)


Table of contents (9 chapters)

Buy this book

eBook $59.99
price for USA (gross)
  • ISBN 978-3-642-30293-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
A Primer on Scientific Programming with Python
Authors
Series Title
Texts in Computational Science and Engineering
Series Volume
6
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-30293-0
DOI
10.1007/978-3-642-30293-0
Series ISSN
1611-0994
Edition Number
3
Number of Pages
XXXII, 798
Number of Illustrations and Tables
49 b/w illustrations, 30 illustrations in colour
Topics