spin ↑ (+1)
spin ↓ (−1)
What you are watching. Each cell is a tiny magnet (spin) that
points up or down. Neighbouring spins prefer to align — but thermal
agitation tries to scramble them. The
Metropolis Monte Carlo rule flips a random spin with
probability
min(1, e−ΔE / kBT).
E = −J Σ⟨i,j⟩ si sj − H Σi
si
Below the critical temperature Tc = 2 / ln(1 + √2) ≈
2.269 (Onsager, 1944) the lattice spontaneously magnetises into
large aligned domains — a true second-order phase transition.
Right at Tc domains appear at every scale (critical
opalescence) and the susceptibility diverges. Above Tc the
spins are a disordered paramagnet. Drag the temperature slider slowly
across 2.269 to feel the transition.