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The science
Spontaneous symmetry breaking
A real order parameter ψ(x,t) obeys the time-dependent Ginzburg-Landau equation ∂ψ/∂t = -r(t)ψ - ψ3 + ∂²ψ/∂x² + η, where the noise η has strength set by the temperature. For r > 0 the field fluctuates around ψ = 0 (disordered); for r < 0 it must pick ψ = +√|r| or -√|r| (two equal minima, a Z2 symmetry). The control parameter is ramped linearly, r(t) = -t/τQ, so a larger τQ is a slower cooling.
Freeze-out and the scaling law
Near the transition the correlation length diverges as ξ = |r|-ν and the relaxation time as τrel = |r|-zν. The field can follow the ramp only while τrel is shorter than the time left to the transition. It freezes at t̂ where τrel(t̂) = t̂, giving t̂ = τQzν/(1+zν) and a frozen-in domain size ξ̂ = τQν/(1+zν). The mean-field exponents of this model are ν = 1/2 and z = 2, so t̂ = τQ1/2, ξ̂ = τQ1/4 and the defect (domain-wall) density scales as n ∝ τQ-1/4. This is the Kibble-Zurek mechanism, proposed for cosmic defects by Kibble and for condensed matter by Zurek, and tested in superfluids, liquid crystals and cold atoms.
Honest simplifications: a one-dimensional lattice (spacing 1) with domain walls as the only defects; dimensionless units; the prefactor of the scaling law depends on the noise level and the counting rule, so only the exponent is compared; thermal kink-antikink pairs appear at high temperature and add a constant background.
What to try
- Press the Fast quench preset, then Slow quench: the slow ramp leaves far fewer domain walls.
- Raise the temperature: thermal walls appear that do not depend on the quench rate.
- Watch the dashed line on the map: the field is frozen above it and orders below it.
- Compare the red measured points with the Kibble-Zurek line of slope -1/4 on the log-log graph.