Seminario del 2024
Maggio
del 15/05/2024
Silvio Franz
Chaos in Small Field in Spin Glasses
Seminario di fisica matematica, interdisciplinare
Chaotic behavior and Stochastic Stability are two faces of the same RSB coin.
In this talk I will discuss the universal properties of chaos against a small magnetic field in
spin glasses. The introduction of a small field in a spin-glass modifies the weights of the
equilibrium states. Using the fact that the magnetizations form a Gaussian process on
the UM tree we can study the progressive decorrelation of the system in the field from the
system without the field. We can then provide predictions on chaos that only depend
on the Parisi function $P(q)$ in absence of the field. I will discuss in detail the simple case
of the 1RSB, where extreme value statistics allow to completely solve the problem.
In the full RSB case it is possible in principle to solve the problem through Parisi-like PDE,
however, we found it more practical to simulate the infinite-system stochastic process implied
by RSB theory. Getting a function $P(q)$ as input, we can generate weighted random trees using
the Bolthausen-Snitman coalescent, reweight the states according to the values of their magnetization.
We compare the theoretical predictions with direct simulations of Bethe-lattice spin glasses and
the 4D Edwards-Anderson model.
Work in collaboration with Miguel Aguilar-Janita, Victor Martin-Mayor, Javier Moreno-Gordo, Giorgio Parisi, Federico Ricci-Tersenghi, Juan J. Ruiz-Lorenzo