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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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Finite Difference Computing with Exponential Decay Models, Hans Petter Langtangen
- Sprache
- Erscheinungsdatum
- 2018
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- Titel
- Finite Difference Computing with Exponential Decay Models
- Sprache
- Englisch
- Autor*innen
- Hans Petter Langtangen
- Verlag
- Springer
- Erscheinungsdatum
- 2018
- ISBN10
- 3319805738
- ISBN13
- 9783319805733
- Kategorie
- Informatik & Programmierung
- Beschreibung
- 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.