Fluctuations of the free energy in the mixed p-spin models with external field

WK Chen, P Dey, D Panchenko - Probability Theory and Related Fields, 2017 - Springer
WK Chen, P Dey, D Panchenko
Probability Theory and Related Fields, 2017Springer
We show that the free energy in the mixed p-spin models of spin glasses does not
superconcentrate in the presence of external field, which means that its variance is of the
order suggested by the Poincaré inequality. This complements the result of Chatterjee who
showed that the free energy superconcentrates when there is no external field. For models
without odd p-spin interactions for p\geqslant 3 p⩾ 3, we prove the central limit theorem for
the free energy at any temperature and give an explicit formula for the limiting variance …
Abstract
We show that the free energy in the mixed p-spin models of spin glasses does not superconcentrate in the presence of external field, which means that its variance is of the order suggested by the Poincaré inequality. This complements the result of Chatterjee who showed that the free energy superconcentrates when there is no external field. For models without odd p-spin interactions for , we prove the central limit theorem for the free energy at any temperature and give an explicit formula for the limiting variance. Although we only deal with the case of Ising spins, all our results can be extended to the spherical models as well.
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