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Finite Size Effects

When studying any macroscopic system with a very large number of degrees of freedom, invariably make an approximation and simulate a smaller and/or discretized model system. This introduces systematic errors called finite size effects. Have to understand these, and be able to extrapolate to an infinite system, usually by doing a number of simulations at different system sizes.

For spin models, we have a finite d-dimensional lattice of sites. But only get a true phase transition (i.e., divergence) when . For a finite system, get rounded peaks rather than divergences. The peaks narrow and increase in height as L is increased, and the location of the peak shifts slightly.

Many problems require an empirical extrapolation to an infinite system. But for phase transitions in statistical mechanics, some elegant and useful theoretical results exist.

Paul Coddington, Northeast Parallel Architectures Center at Syracuse University,