Author

Ryan Larson

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#machine learning Preprint Oct 2026

The Blume-Capel Model as a $\phi^6$ Field Theory: A Monte Carlo and Flow Model Study

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 autocorrelation, are...

Ejaaz Merali, Ryan Larson, Ehsan Khatami et al. · 0 citations