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08 February 2025
 
  » arxiv » 1609.0251

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Inverse problem for the mean-field monomer-dimer model with attractive interaction
Pierluigi Contucci ; Rachele Luzi ; Cecilia Vernia ;
Date 1 Sep 2016
AbstractThe inverse problem method is tested for a class of monomer-dimer statistical mechanics models that contain also an attractive potential and display a mean-field critical point at a boundary of a coexistence line. The inversion is obtained by analytically identifying the parameters in terms of the correlation functions and via the maximum-likelihood method. The precision is tested in the whole phase space and, when close to the coexistence line, the algorithm is used together with a clustering method to take care of the underlying possible ambiguity of the inversion.
Source arXiv, 1609.0251
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