Inverse problem robustness for multi-species mean field spin models
Mathematical Physics
2015-06-12 v1 Disordered Systems and Neural Networks
math.MP
Abstract
The inverse problem method is tested for a class of mean field statistical mechanics models representing a mixture of particles of different species. The robustness of the inversion is investigated for different values of the physical parameters, system sizes and independent samples. We show how to reconstruct the parameter values with a precision of a few percentages.
Cite
@article{arxiv.1211.0465,
title = {Inverse problem robustness for multi-species mean field spin models},
author = {M. Fedele and C. Vernia and P. Contucci},
journal= {arXiv preprint arXiv:1211.0465},
year = {2015}
}
Comments
24 pages, 7 figures