Physical Review B · 2011 · 18 citations · 35 references
Natural SciencesPhysicsComputational PhysicsCondensed Matter PhysicsMagnetic MaterialsCritical PhenomenaDisordered SystemsMagnetic Properties Of SolidsMagnetic SusceptibilityPhase TransitionsStatistical MechanicsCritical BehaviorCritical ExponentsCubic LatticesDisordered Magnetic SystemsFinite-size EffectsFinite-size ScalingIsing ModelQuenched Disorder
We study the correlated-disorder-driven zero-temperature equilibrium phase transition of the random-field Ising magnet (RFIM) using exact numerical ground-state calculations for cubic lattices. We consider correlations of the quenched disorder decaying proportionally to ${r}^{a}$, where $r$ is the distance between two lattice sites and $a<0$. To obtain exact ground states, we use a well-established mapping to the graph-theoretical maximum-flow problem, which allows us to study large system sizes of more than $2\ifmmode\times\else\texttimes\fi{}{10}^{6}$ spins. We use finite-size-scaling analyses for values $a={\ensuremath{-}1,\ensuremath{-}2,\ensuremath{-}3,\ensuremath{-}7}$ to calculate the critical point and the critical exponents characterizing the behavior of the specific heat, magnetization, susceptibility, and the correlation length close to the critical point. We find basically the same critical behavior as for the RFIM with $\ensuremath{\delta}$-correlated disorder, except for the finite-size exponent of the susceptibility and for the case $a\ensuremath{\ge}\ensuremath{-}2$, where the results are also compatible with a phase transition at infinitesimal disorder strength. We numerically confirm earlier predictions.
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A new approach to the maximum-flow problem
Andrew V. Goldberg, Robert E. Tarjan · Journal of the ACM · 1988 · 1.9K citations · Full text