Thermodynamics of the ising model encoded in restricted boltzmann machines

HIGHLIGHTS

• who: Jing Gu and Kai Zhang from the Division of Natural and Applied Sciences, Duke Kunshan University, Kunshan, China have published the Article: Thermodynamics of the Ising Model Encoded in Restricted Boltzmann Machines, in the Journal: Entropy 2022, 24, 1701. of /2022/
• what: The authors perform RBM learning of the 2d and 3d Ising model and carefully examine how the RBM extracts useful probabilistic and physical information from Ising configurations. In Figure 3a, the authors show sample filters of T-RBMs with nh=400 trained for the 2d Ising model at three temperatures T=1 . . .
  

   

  

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