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Ising Model — Percolation Clusters

T/T_c:
⟨|M|⟩:
Energy/site:
Largest cluster:
Step: 0

2D Ising Model — Phase Transition

The Ising model places spins σᵢ ∈ {±1} on a lattice with Hamiltonian:


H = −J Σ_{⟨i,j⟩} σᵢσⱼ

Onsager (1944) solved the 2D model exactly: the critical temperature is T_c = 2J/k_B ln(1+√2) ≈ 2.269


At T_c, spontaneous magnetization vanishes continuously, correlation length diverges (ξ → ∞), and the system exhibits scale-free cluster structure. Critical exponents: β=1/8, ν=1, γ=7/4. The left canvas shows spins (bright=+1, dark=−1). The right shows a space-time history of ⟨M⟩. The Wolff algorithm flips entire clusters and dramatically reduces critical slowing down.