On the thermodynamic limit of bipartite spin networks
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arXiv
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866909538367569920 |
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| author | Franchini, Simone |
| author_facet | Franchini, Simone |
| contents | We investigate the properties of the thermodynamic limit in a general bipartite spin network with pairwise interactions. This is done by integrating one of the the spin groups, to transform the bipartite problem into a single group problem with a non-linear Hamiltonian. The transformed model is also relevant due to similarity with the LCVAE architecture. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_11818 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | On the thermodynamic limit of bipartite spin networks Franchini, Simone Statistical Mechanics 82B44, 60G42 G.2.2; G.3 We investigate the properties of the thermodynamic limit in a general bipartite spin network with pairwise interactions. This is done by integrating one of the the spin groups, to transform the bipartite problem into a single group problem with a non-linear Hamiltonian. The transformed model is also relevant due to similarity with the LCVAE architecture. |
| title | On the thermodynamic limit of bipartite spin networks |
| topic | Statistical Mechanics 82B44, 60G42 G.2.2; G.3 |
| url | https://arxiv.org/abs/2503.11818 |