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Record Nr. |
UNINA9910160767703321 |
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Autore |
Langtangen Hans Petter |
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Titolo |
Finite Difference Computing with Exponential Decay Models / / by Hans Petter Langtangen |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
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ISBN |
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Edizione |
[1st ed. 2016.] |
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Descrizione fisica |
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1 online resource (XIV, 200 p. 29 illus.) |
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Collana |
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Lecture Notes in Computational Science and Engineering, , 1439-7358 ; ; 110 |
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Disciplina |
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Soggetti |
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Computer science - Mathematics |
Computer programming |
Software engineering |
Physics |
Applied mathematics |
Engineering mathematics |
Computational Science and Engineering |
Programming Techniques |
Software Engineering |
Numerical and Computational Physics, Simulation |
Mathematical and Computational Engineering |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Preface -- Algorithms and implementations -- Analysis -- Generalizations -- Models -- Scientific Software Engineering -- References -- Index. . |
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Sommario/riassunto |
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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 |
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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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