2021

1   Efficient generative modeling of protein sequences using simple autoregressive models
 Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani, Francesco Zamponi, Martin Weigt
Nature Communications
2   Sparse generative modeling via parameter-reduction of Boltzmann machines: application to protein-sequence families
 Pierre Barrat-Charlaix, Anna Paola Muntoni, Kai Shimagaki, Martin Weigt, Francesco Zamponi
Phys.Rev.E
3   Mean-Field Caging in a Random Lorentz Gas
 Giulio Biroli, Patrick Charbonneau, Yi Hu, Harukuni Ikeda, Grzegorz Szamel, Francesco Zamponi
Journal of Physical Chemistry B
4   Good speciation and endogenous business cycles in a constraint satisfaction macroeconomic model
 Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
5   Low-frequency vibrational spectrum of mean-field disordered systems
 Eran Bouchbinder, Edan Lerner, Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi
Physical Review B
6   Relationship between two-level systems and quasilocalized normal modes in glasses
 Dmytro Khomenko, David Reichman, Francesco Zamponi
Physical Review Materials
7   V-, U-, L-or W-shaped economic recovery after Covid-19: Insights from an Agent Based Model
 Dhruv Sharma, Jean-Philippe Bouchaud, Stanislao Gualdi, Marco Tarzia, Francesco Zamponi
PLoS ONE
8   Interplay between percolation and glassiness in the random Lorentz gas
 Giulio Biroli, Patrick Charbonneau, Eric Corwin, Yi Hu, Harukuni Ikeda, Grzegorz Szamel, Francesco Zamponi
Physical Review E
9   Dynamical instantons and activated processes in mean-field glass models
 Valentina Ros, Giulio Biroli, Chiara Cammarota
SciPost Physics
10   Searching for the Gardner transition in glassy glycerol
 Samuel Albert, Giulio Biroli, François Ladieu, Roland Tourbot, Pierfrancesco Urbani
Physical Review Letters
11   Mean-field model of interacting quasilocalized excitations in glasses
 Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi, Edan Lerner, Eran Bouchbinder
SciPost Physics Core
12   Large deviations of extreme eigenvalues of generalized sample covariance matrices
 Antoine Maillard
EPL

2020

13   On the Number of Limit Cycles in Diluted Neural Networks
 Sungmin Hwang, Enrico Lanza, Giorgio Parisi, Jacopo Rocchi, Giancarlo Ruocco, Francesco Zamponi
Journal of Statistical Physics
14   Aligning biological sequences by exploiting residue conservation and coevolution
 Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
Physical Review E
15   Macroeconomic agent-based models : a statistical physics perspective
 Dhruv Sharma
-THESE-
16   Biased measures for random constraint satisfaction problems: larger interaction range and asymptotic expansion
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
17   The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Physics
18   Algorithmic barriers in random constraint satisfaction problems
 Louise Budzynski
-THESE-
19   Dynamical Mean-Field Theory and Aging Dynamics
 Ada Altieri, Giulio Biroli, Chiara Cammarota
Journal of Physics A: Mathematical and Theoretical
20   Role of fluctuations in the yielding transition of two-dimensional glasses
 Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
Physical Review Research
21   Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
 Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
Physical Review Letters
22   Jamming with Tunable Roughness
 Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
Physical Review Letters
23   How to iron out rough landscapes and get optimal performances: averaged gradient descent and its application to tensor PCA
 Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi
Journal of Physics A: Mathematical and Theoretical
24   Numerical solution of the dynamical mean field theory of infinite-dimensional equilibrium liquids
 Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
Journal of Chemical Physics
25   On the universality of noiseless linear estimation with respect to the measurement matrix
 Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
26   Blind calibration for compressed sensing: State evolution and an online algorithm
 Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
27   Anderson transition on the Bethe lattice: an approach with real energies
 Giorgio Parisi, Saverio Pascazio, Francesca Pietracaprina, Valentina Ros, Antonello Scardicchio
Journal of Physics A: Mathematical and Theoretical
28   Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
 Stéphane d'Ascoli, Maria Refinetti, Giulio Biroli, Florent Krzakala
-DOUV-
29   Triple descent and the two kinds of overfitting: Where & why do they appear?
 Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
-DOUV-
30   An analytic theory of shallow networks dynamics for hinge loss classification
 Franco Pellegrini, Giulio Biroli
-DOUV-
31   Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction
 Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
IEEE Journal of Selected Topics in Quantum Electronics

2019

32   Self-planting: digging holes in rough landscapes
 Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
33   Comparing dynamics: deep neural networks versus glassy systems
 Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann Lecun, Matthieu Wyart, Giulio Biroli
Journal of Statistical Mechanics: Theory and Experiment
34   Nature of excitations and defects in structural glasses
 Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Nature Communications
35   Numerical implementation of dynamical mean field theory for disordered systems: application to the Lotka–Volterra model of ecosystems
 F. Roy, Giulio Biroli, G Bunin, C. Cammarota
Journal of Physics A: Mathematical and Theoretical
36   A jamming transition from under- to over-parametrization affects generalization in deep learning
 S Spigler, M Geiger, S D’ascoli, L Sagun, Giulio Biroli, M Wyart
Journal of Physics A: Mathematical and Theoretical
37   High-temperature expansions and message passing algorithms
 Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mezard, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment
38   Adaptive cluster expansion for Ising spin models
 Simona Cocco, Giancarlo Croce, Francesco Zamponi
European Physical Journal B: Condensed Matter and Complex Systems
39   Strong anisotropy of superfluid He 4 counterflow turbulence
 L. Biferale, D. Khomenko, V. l'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review B: Condensed Matter and Materials Physics (1998-2015)
40   Gardner physics in amorphous solids and beyond
 Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
Journal of Chemical Physics
41   Maximum-energy records in glassy energy landscapes
 Ivailo Hartarsky, Marco Baity-Jesi, Riccardo Ravasio, Alain Billoire, Giulio Biroli
Journal of Statistical Mechanics: Theory and Experiment
42   Nonconvex image reconstruction via expectation propagation
 Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
Physical Review E
43   On the critical exponent α of the 5D random-field Ising model
 Nikolaos G. Fytas, Giorgio Parisi, Marco Picco, Nicolas Sourlas, Víctor Martín-Mayor
Journal of Statistical Mechanics: Theory and Experiment
44   Mean-field stability map of hard-sphere glasses
 Ada Altieri, Francesco Zamponi
Physical Review E
45   Mean field theory of jamming of nonspherical particles
 Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
46   Out-of-equilibrium dynamical equations of infinite-dimensional particle systems. II. The anisotropic case under shear strain
 Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
47   Can a Large Packing be Assembled from Smaller Ones?
 Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
Physical Review Letters
48   Jamming transition as a paradigm to understand the loss landscape of deep neural networks
 Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart
Physical Review E
49   Universal non-mean-field scaling in the density of states of amorphous solids
 Harukuni Ikeda
Physical Review E
50   Effect of particle exchange on the glass transition of binary hard spheres
 Harukuni Ikeda, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
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Publications