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Programming for Computations - Python: A Gentle Introduction to Numerical Simulations with Python

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Book Series: Texts in Computational Science and Engineering ISSN: 1611-0994 ISBN: 9783319324272 9783319324289 Volume: 15 Pages: 232 DOI: 10.1007/978-3-319-32428-9 Language: English
Publisher: Springer Nature
Subject: Computer Science
Added to DOAB on : 2017-02-03 18:19:48
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Numerical simulations;programming;Python

Finite Difference Computing with Exponential Decay Models

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Book Series: Lecture Notes in Computational Science and Engineering ISSN: 1439-7358 ISBN: 9783319294384 9783319294391 Year: Volume: 110 Pages: 200 DOI: 10.1007/978-3-319-29439-1 Language: English
Publisher: Springer Nature
Subject: Computer Science --- Mathematics
Added to DOAB on : 2017-01-24 17:39:00
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This text provides a very simple, initial introduction to the complete scientific computing pipeline: models, discretization, algorithms, programming, verification, and visualization. The pedagogical strategy is to use one case study – an ordinary differential equation describing exponential decay processes – to illustrate fundamental concepts in mathematics and computer science. The book is easy to read and only requires a command of one-variable calculus and some very basic knowledge about computer programming. Contrary to similar texts on numerical methods and programming, this text has a much stronger focus on implementation and teaches testing and software engineering in particular.

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