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The Blume-Capel Model as a $ϕ^6$ Field Theory: A Monte Carlo and Flow Model Study
disordered-systems-and-neural-networkshigh-energy-physics-latticemachine-learningstatistical-mechanics
We report Monte Carlo simulations of a continuous spin variant of the Blume-Capel model. We compute the phase diagrams in the crystal-field-temperature plane, as a function of the softness of the spins. We show that normalizing flows, a class of generative models capable of direct sampling without a
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