Finite Difference Computing with Exponential Decay Models - Hans Petter Langtangen
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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 an ... Full description
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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.
More Information
| Author | Hans Petter Langtangen |
|---|---|
| Publisher | Springer Nature Switzerland |
| Series | Lecture Notes in Computational Science and Engineering |
| Release year | 2018 |
| Cover type | Softcover |
| EAN | 9783319805733 |