On the L=4 2D Ising model, the best machine learning approach for detecting the phase transition depends on the indicator and on whether the Hamiltonian is known.
Goldenfeld, Lectures On Phase Transitions And The Renormalization Group
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Machine learning the Ising transition: A comparison between discriminative and generative approaches
On the L=4 2D Ising model, the best machine learning approach for detecting the phase transition depends on the indicator and on whether the Hamiltonian is known.