Predicting long- and short-range order with restricted Boltzmann machine
Generalization properties of the restricted Boltzmann machine (RBM) for two-dimensional Ising model are investigated. Both long-range and short-range order are examined: the first is studied for a spin lattice with ferromagnetic interaction, and the second is considered for a binary alloy on the squ...
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| Principais autores: | , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
AIP Publishing LLC
2021-01-01
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| Serier: | AIP Advances |
| Online adgang: | http://dx.doi.org/10.1063/9.0000078 |
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