
Title  Basic Concepts in Computational Physics 
Author(s)  A. Stickler, Benjamin;Schachinger, Ewald 
Publication  Cham, Springer International Publishing, 2014. 
Description  XVII, 377 p. 95 illus : online resource 
Abstract Note  With the development of ever more powerful computers a new branch of physics and engineering evolved over the last few decades: Computer Simulation or Computational Physics. It serves two main purposes:  Solution of complex mathematical problems such as, differential equations, minimization/optimization, or highdimensional sums/integrals.  Direct simulation of physical processes, as for instance, molecular dynamics or MonteCarlo simulation of physical/chemical/technical processes. Consequently, the 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 MonteCarlo (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  9783319024356 
Keyword(s)  1. APPLIED MATHEMATICS
2. Chemistry, Physical and theoretical
3. COMPLEX SYSTEMS
4. Computational Mathematics and Numerical Analysis
5. Computer mathematics
6. DYNAMICAL SYSTEMS
7. EBOOK
8. EBOOK  SPRINGER
9. ENGINEERING MATHEMATICS
10. Mathematical and Computational Engineering
11. Numerical and Computational Physics, Simulation
12. PHYSICS
13. STATISTICAL PHYSICS
14. Statistical Physics and Dynamical Systems
15. Theoretical and Computational Chemistry

Item Type  eBook 
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Call#  Status  Issued To  Return Due On  Physical Location 
I08517 


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