Solving Statistical Mechanics Using Variational Autoregressive Networks

27 Sep 2018Dian WuLei WangPan Zhang

We propose a general framework for solving statistical mechanics of systems with finite size. The approach extends the celebrated variational mean-field approaches using autoregressive neural networks, which support direct sampling and exact calculation of normalized probability of configurations... (read more)

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