Deep Learning the Ising Model Near Criticality

15 Aug 2017Alan MorningstarRoger G. Melko

It is well established that neural networks with deep architectures perform better than shallow networks for many tasks in machine learning. In statistical physics, while there has been recent interest in representing physical data with generative modelling, the focus has been on shallow neural networks... (read more)

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