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Advances in Computer Simulation

Name: Advances in Computer Simulation
Brand: Springer, Berlin
SKU: 02176335
Price: 45.49 EUR
Availability: InStock
Author: Janos Kertesz
ISBN: 9783662141861

Lectures Held at the Eötvös Summer School in Budapest, Hungary, 16-20 July 1996

Janos Kertesz

Imre Kondor

Language

English

Book Paperback

Libristo code: 02176335

Publishers Springer, Berlin, November 2012

Computer simulation has become a basic tool in many branches of physics such as statistical physics,... Full description

Libristo code: 02176335

111 b

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Computer simulation has become a basic tool in many branches of physics such as statistical physics, particle physics, or materials science. The application of efficient algorithms is at least as important as good hardware in large-scale computation. This volume contains didactic lectures on such techniques based on physical insight. The emphasis is on Monte Carlo methods (introduction, cluster algorithms, reweighting and multihistogram techniques, umbrella sampling), efficient data analysis and optimization methods, but aspects of supercomputing, the solution of stochastic differential equations, and molecular dynamics are also discussed. The book addresses graduate students and researchers in theoretical and computational physics.