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.
Mapping out phase diagrams with generative classifiers,
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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.