707 citations · 7.4k across the 133 of their papers we have counts for
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Out-of-equilibrium dynamical mean-field equations for the perceptron model
Elisabeth Agoritsas, Giulio Biroli, Pierfrancesco Urbani +1
Perceptrons are the building blocks of many theoretical approaches to a wide range of complex systems, ranging from neural networks and deep learning machines, to constraint satisf…
Mean field theory of the swap Monte Carlo algorithm
Harukuni Ikeda, Francesco Zamponi, Atsushi Ikeda
The swap Monte Carlo algorithm combines the translational motion with the exchange of particle species, and is unprecedentedly efficient for some models of glass former. In order t…
Optimal Inflation Target: Insights from an Agent-Based Model
Jean-Philippe Bouchaud, Stanislao Gualdi, Marco Tarzia +1
Which level of inflation should Central Banks be targeting? We investigate this issue in the context of a simplified Agent Based Model of the economy. Depending on the value of the…
Low-temperature anomalies of a vapor deposited glass
Beatriz Seoane, Daniel R. Reid, Juan J. de Pablo +1
We investigate the low temperature properties of two-dimensional Lennard-Jones glass films, prepared in silico both by liquid cooling and by physical vapor deposition. We identify…
Absence of Marginal Stability in a Structural Glass
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Marginally stable solids have peculiar physical properties that were discovered and analyzed in the context of the jamming transition. We theoretically investigate the existence of…
Origin of ultrastability in vapor-deposited glasses
Ludovic Berthier, Patrick Charbonneau, Elijah Flenner +1
Glass films created by vapor-depositing molecules onto a substrate can exhibit properties similar to those of ordinary glasses aged for thousands of years. It is believed that enha…