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Extending the Parisi formula along a Hamilton-Jacobi equation

Probability 2020-09-30 v2

Abstract

We study the free energy of mixed pp-spin spin glass models enriched with an additional magnetic field given by the canonical Gaussian field associated with a Ruelle probability cascade. We prove that this free energy converges to the Hopf-Lax solution of a certain Hamilton-Jacobi equation. Using this result, we give a new representation of the free energy of mixed pp-spin models with soft spins.

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Cite

@article{arxiv.1910.14482,
  title  = {Extending the Parisi formula along a Hamilton-Jacobi equation},
  author = {Jean-Christophe Mourrat and Dmitry Panchenko},
  journal= {arXiv preprint arXiv:1910.14482},
  year   = {2020}
}

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16 pages