A Guide to Monte Carlo Simulations in Statistical Physics

Landau, David, Binder, Kurt

Omschrijving

This introduction to computer simulation methods in physics emphasises Monte Carlo Methods, where random numbers are used to study complex systems. It is ideal for graduate students and researchers wishing to learn about simulation, which has become a third pillar of scientific methods, complementing theory and experiment. 1. Introduction; 2. Some Necessary Background; 3. Simple Sampling Monte Carlo Methods; 4. Importance Sampling Monte Carlo Methods; 5. More on Importance Sampling Monte Carlo Methods for Lattice Systems; 6. Off-Lattice Models; 7. Reweighting Methods; 8. Quantum Monte Carlo Methods; 9. Monte Carlo Renormalization Group Methods; 10. Non-Equilibrium and Irreversible Processes; 11. Lattice Gauge Models: A Brief Introduction; 12. A Brief Review of Other Methods of Computer Simulation; 13. Monte Carlo Simulations at the Periphery of Physics and Beyond; 14. Monte Carlo Studies of Biological Molecules; 15. Emerging Trends; Index.
Gratis verzending vanaf
€ 19,95 binnen Nederland
Schrijver
Landau, David, Binder, Kurt
Titel
A Guide to Monte Carlo Simulations in Statistical Physics
Uitgever
Cambridge University Press
Jaar
2021
Taal
Engels
Pagina's
578
Gewicht
1240 gr
EAN
9781108490146
Afmetingen
251 x 175 x 32 mm
Bindwijze
Hardback

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