Monte Carlo Simulation in Statistical Physics

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Efficient Monte Carlo Simulation Methods in Statistical Physics

The basic problem in equilibrium statistical mechanics is to compute phase space average, in which Monte Carlo method plays a very important role. We begin with a review of nonlocal algorithms for Markov chain Monte Carlo simulation in statistical physics. We discuss their advantages, applications, and some challenge problems which are still awaiting for better solutions. We discuss some of the...

متن کامل

An Introduction to Monte Carlo Simulation of Statistical Physics Problems

A brief introduction to the technique of Monte Carlo for simulation of statistical physics problems is presented. Ising spin model is taken as an example. The topics covered include random and pseudo random numbers, random sampling techniques, Markov chain, Metropolis algorithm, continuous phase transition, statistical errors from correlated and uncorrelated data, finite size scaling, critical ...

متن کامل

Monte Carlo Simulations in Statistical Physics

In these notes I discuss Monte Carlo simulations for the study of classical models in statistical mechanics. I include a simple and direct proof that the method converges to the Boltzmann distribution. Usually, physics articles discuss this important point by just giving a reference to the mathematical literature on " Markov chains " , where the proof is rather abstract. In these notes I give a...

متن کامل

Monte Carlo simulations in classical statistical physics

Monte Carlo simulation is a very important class of stochastic methods for calculating thermal properties of many-particle systems—arguably these are the most important numerical techniques in statistical physics. Monte Carlo simulation methods are related to the elementary Monte Carlo integration methods that we discussed earlier, but are based on more efficient non-uniform sampling schemes. B...

متن کامل

Physics 115/242 Monte Carlo simulations in Statistical Physics

In equilibrium statistical physics (often called “statistical mechanics”) we consider the behavior of a system in equilibrium with its surroundings (a “heatbath”). The energy of the system is not exactly fixed because it can exchange energy with the bath, and the state of the system is not fixed. Statistical mechanics tells us that the system has a certain probability that the system can be in ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Computers in Physics

سال: 1993

ISSN: 0894-1866

DOI: 10.1063/1.4823159