Rethinking mean-field glassy dynamics and its relation with the energy landscape: the awkward case of the spherical mixed p-spin model

29 Dec 2019 Folena Giampaolo Franz Silvio Ricci-Tersenghi Federico

The spherical p-spin model is not only a fundamental model in statistical mechanics of disordered system, but has recently gained popularity since many hard problems in machine learning can be mapped on it. Thus the study of the out of equilibrium dynamics in this model is interesting both for the glass physics and for its implications on algorithms solving NP-hard problems... (read more)

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Categories


  • DISORDERED SYSTEMS AND NEURAL NETWORKS
  • STATISTICAL MECHANICS