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Finite Difference Computing with Exponential Decay Models

Hans Petter Langtangen - Personal Name;

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Detail Information
Series Title
-
Call Number
-
Publisher
: 2019., 2019
Collation
-
Language
English
ISBN/ISSN
978-3-319-29438-4
Classification
NONE
Content Type
other
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Mathematics
Specific Detail Info
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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