On the thermodynamic limit of bipartite spin networks

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.

Publication Details

Journal
ArXiv.org
Published
2025-03-14
Primary Topic
Complex Network Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

On the thermodynamic limit of bipartite spin networks

ArXiv.org
Complex Network Analysis Techniques
article

On the thermodynamic limit of bipartite spin networks

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Abstract

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.

ArXiv.org
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Complex Network Analysis Techniques
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On the thermodynamic limit of bipartite spin networks · ArXiv.org (2025) | TGRS Research Map | TGRS