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Machine-learning study of phase transitions in Ising, Blume-Capel, and Ising-metamagnet models

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We combine machine-learning techniques with Monte Carlo (MC) simulations and finite-size scaling (FSS) to study continuous and first-order phase transitions in Ising, Blume-Capel, and Ising-metamagnet spin models. We go beyond earlier studies that had concentr... ...