Advances in Computer Simulation: Lectures Held at the Eötvös Summer School in Budapest, Hungary, 16-20 July 1996 (Lecture Notes in Physics, 501, Band 501) - Softcover

 
9783662141861: Advances in Computer Simulation: Lectures Held at the Eötvös Summer School in Budapest, Hungary, 16-20 July 1996 (Lecture Notes in Physics, 501, Band 501)

Inhaltsangabe

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.

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9783540639428: Advances in Computer Simulation: Lectures Held at the Eötvös Summer School in Budapest, Hungary, 16–20 July 1996 (Lecture Notes in Physics, Band 501)

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ISBN 10:  354063942X ISBN 13:  9783540639428
Verlag: Springer, 1998
Hardcover