Finite difference computing with exponential decay models
Author(s)
Bibliographic Information
Finite difference computing with exponential decay models
（Lecture notes in computational science and engineering, 110）
Springer Open, c2016
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Note
Includes bibliographical references (p. 189) and index
Description and Table of Contents
Description
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.
Table of Contents
Preface.- Algorithms and implementations.- Analysis.- Generalizations.- Models.- Scientific Software Engineering.- References.- Index.
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