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Finite Difference Computing with Exponential Decay Models
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Catalogue Information
Field name
Details
Dewey Class
004
Title
Finite Difference Computing with Exponential Decay Models ([EBook]) / by Hans Petter Langtangen.
Author
Langtangen, Hans Petter
Other name(s)
SpringerLink (Online service)
Publication
Cham : : Springer International Publishing : : Imprint: Springer, , 2016.
Physical Details
XIV, 200 p. 29 illus. : online resource.
Series
Lecture Notes in Computational Science and Engineering
1439-7358 ; ; 110
ISBN
9783319294391
Summary Note
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. .:
Contents note
Preface -- Algorithms and implementations -- Analysis -- Generalizations -- Models -- Scientific Software Engineering -- References -- Index. .
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-3-319-29439-1
Links to Related Works
Subject References:
Applied mathematics
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Appl.Mathematics/Computational Methods of Engineering
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Computational Science and Engineering
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Computer mathematics
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Computer programming
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Engineering mathematics
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Mathematics
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Numerical and Computational Physics
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Physics
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Programming Techniques
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Software Engineering
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Authors:
Langtangen, Hans Petter
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Corporate Authors:
SpringerLink (Online service)
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Series:
Lecture Notes in Computational Science and Engineering
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Classification:
004
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