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Author | Title | Accn# | Year | Item Type | Claims |
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Benjamin A. Stickler |
Basic concepts in computational physics |
025520 |
2014 |
Book |
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| Title | Basic concepts in computational physics |
| Author(s) | Benjamin A. Stickler;Ewald Schachinger |
| Publication | Heidelberg, Springer, 2014. |
| Description | xvii, 377p. |
| Abstract Note | book is divided into two main parts: Deterministic methods and stochastic methods. Based on concrete problems, the first part discusses numerical differentiation and integration, and the treatment of ordinary differential equations. This is augmented by notes on the numerics of partial differential equations. The second part discusses the generation of random numbers, summarizes the basics of stochastics which is then followed by the introduction of various Monte-Carlo (MC) methods. Specific emphasis is on MARKOV chain MC algorithms. All this is again augmented by numerous applications from physics. The final two chapters on Data Analysis and Stochastic Optimization share the two main topics as a common denominator. The book offers a number of appendices to provide the reader with more detailed information on various topics discussed in the main part. Nevertheless, the reader should be familiar with the most important concepts of statistics and probability theory albeit two appendices have been dedicated to provide a rudimentary discussion |
| ISBN,Price | 9783319024349 : Euro 44.99(HB) |
| Classification | 53:681.3
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| Keyword(s) | 1. COMPUTATIONAL PHYSICS
2. DETERMINISTIC METHODS OF COMPUTATIONAL PHYSICS
3. MONTE CARLO METHODS
4. PARTIAL DIFFERENTIAL EQUATIONS
5. STOCHASTIC METHODS OF COMPUTATIONAL PHYSICS
6. STOCHASTIC OPTIMIZATION
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| Item Type | Book |
Circulation Data
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Call# | Status | Issued To | Return Due On | Physical Location |
| 025520 |
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53:681.3/STI/025520 |
On Shelf |
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