English

On the thermodynamic limit of bipartite spin networks

Statistical Mechanics 2025-03-18 v1

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.

Keywords

Cite

@article{arxiv.2503.11818,
  title  = {On the thermodynamic limit of bipartite spin networks},
  author = {Simone Franchini},
  journal= {arXiv preprint arXiv:2503.11818},
  year   = {2025}
}

Comments

14 pages