Francesco Zamponi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Gradient descent dynamics and the jamming transition in infinite dimensions	JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL	2022
Finite-Disorder Critical Point in the Yielding Transition of Elastoplastic Models	PHYSICAL REVIEW LETTERS	2022
Equilibrium fluctuations in mean-field disordered models	PHYSICAL REVIEW. E	2022
From Statistical Physics to Data-Driven Modelling		2022
Mean-field model of interacting quasilocalized excitations in glasses	SCIPOST PHYSICS CORE	2021
Three simple scenarios for high-dimensional sphere packings	PHYSICAL REVIEW. E	2021
Sparse generative modeling via parameter reduction of Boltzmann machines: Application to protein-sequence families	PHYSICAL REVIEW. E	2021
V-, U-, L- or W-shaped economic recovery after Covid-19: Insights from an Agent Based Model	PLOS ONE	2021
Interplay between percolation and glassiness in the random Lorentz gas	PHYSICAL REVIEW. E	2021
Good speciation and endogenous business cycles in a constraint satisfaction macroeconomic model	JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT	2021
Mean-Field Caging in a Random Lorentz Gas	JOURNAL OF PHYSICAL CHEMISTRY. B, CONDENSED MATTER, MATERIALS, SURFACES, INTERFACES & BIOPHYSICAL	2021
Efficient generative modeling of protein sequences using simple autoregressive models	NATURE COMMUNICATIONS	2021
Relationship between two-level systems and quasilocalized normal modes in glasses	PHYSICAL REVIEW MATERIALS	2021
Low-frequency vibrational spectrum of mean-field disordered systems	PHYSICAL REVIEW. B	2021
Active matter in infinite dimensions: Fokker-Planck equation and dynamical mean-field theory at low density	THE JOURNAL OF CHEMICAL PHYSICS	2021
adabmDCA: adaptive Boltzmann machine learning for biological sequences	BMC BIOINFORMATICS	2021
Preface to the special issue on 'Disordered serendipity: a glassy path to discovery'	JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL	2020
Numerical solution of the dynamical mean field theory of infinite-dimensional equilibrium liquids	THE JOURNAL OF CHEMICAL PHYSICS	2020
Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses	PHYSICAL REVIEW LETTERS	2020
Jamming with Tunable Roughness	PHYSICAL REVIEW LETTERS	2020