2019

1   Self-planting: digging holes in rough landscapes
 Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
2   Nature of excitations and defects in structural glasses
 Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Nature Communications
3   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
4   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
5   A jamming transition from under- to over-parametrization affects generalization in deep learning
 S Spigler, M Geiger, Stéphane d'Ascoli, L Sagun, Giulio Biroli, M Wyart
Journal of Physics A: Mathematical and Theoretical
6   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
7   Adaptive cluster expansion for Ising spin models
 Simona Cocco, Giancarlo Croce, Francesco Zamponi
The European Physical Journal B: Condensed Matter and Complex Systems
8   Strong anisotropy of superfluid He 4 counterflow turbulence
 L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review B
9   Towards an understanding of neural networks : mean-field incursions
 Marylou Gabrié
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10   Gardner physics in amorphous solids and beyond
 Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
Journal of Chemical Physics
11   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
12   Mean-field stability map of hard-sphere glasses
 Ada Altieri, Francesco Zamponi
Physical Review E
13   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
14   Nonconvex image reconstruction via expectation propagation
 Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
Physical Review E
15   Quantum Monte Carlo algorithm for out-of-equilibrium Green's functions at long times
 Corentin Bertrand, Olivier Parcollet, Antoine Maillard, Xavier Waintal
Physical Review B
16   Mean field theory of jamming of nonspherical particles
 Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
17   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
18   Can a Large Packing be Assembled from Smaller Ones?
 Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
Physical Review Letters
19   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
20   Universal non-mean-field scaling in the density of states of amorphous solids
 Harukuni Ikeda
Physical Review E
21   Effect of particle exchange on the glass transition of binary hard spheres
 Harukuni Ikeda, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
22   Out-of-equilibrium dynamical equations of infinite-dimensional particle systems I. The isotropic case
 Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
23   Typology of phase transitions in Bayesian inference problems
 Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
Physical Review E
24   Superfluid Helium in Three-Dimensional Counterflow Differs Strongly from Classical Flows: Anisotropy on Small Scales
 L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review Letters
25   Complexity of energy barriers in mean-field glassy systems
 V. Ros, Giulio Biroli, C. Cammarota
EPL - Europhysics Letters
26   Can the glass transition be explained without a growing static length scale?
 Ludovic Berthier, Giulio Biroli, Jean-Philippe Bouchaud, Gilles Tarjus
Journal of Chemical Physics
27   Approximate Survey Propagation for Statistical Inference
 Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment
28   Network reconstruction from infection cascades
 A. Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
Journal of the Royal Society Interface
29   Dynamics around the site percolation threshold on high-dimensional hypercubic lattices
 Giulio Biroli, Patrick Charbonneau, Yi Hu
Physical Review E
30   Biased landscapes for random constraint satisfaction problems
 Louise Budzynski, Federico Ricci-Tersenghi, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
31   On the number of limit cycles in asymmetric neural networks
 Sungmin Hwang, Viola Folli, Enrico Lanza, Giorgio Parisi, Giancarlo Ruocco, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
32   Constraint satisfaction mechanisms for marginal stability and criticality in large ecosystems
 Ada Altieri, Silvio Franz
Physical Review E
33   Marginally stable phases in mean-field structural glasses
 Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Physical Review E
34   Complex Energy Landscapes in Spiked-Tensor and Simple Glassy Models: Ruggedness, Arrangements of Local Minima, and Phase Transitions
 Valentina Ros, Gérard Ben Arous, Giulio Biroli, Chiara Cammarota
Physical Review X
35   Inhomogeneous Gaussian free field inside the interacting arctic curve
 Etienne Granet, Louise Budzynski, Jerome Dubail, Jesper Lykke Jacobsen
Journal of Statistical Mechanics: Theory and Experiment
36   Jamming and Glass Transitions
 Ada Altieri
37   Who is afraid of big bad minima? Analysis of gradient-flow in a spiked matrix-tensor model
 Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Lenka Zdeborová
Advances in Neural Information Processing Systems
38   Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
 Stéphane d'Ascoli, Levent Sagun, Joan Bruna, Giulio Biroli
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39   Compressed sensing reconstruction using Expectation Propagation
 Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan
Journal of Physics A: Mathematical and Theoretical
40   Optimal errors and phase transitions in high-dimensional generalized linear models
 Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová
Proceedings of the National Academy of Sciences of the United States of America
41   Classical Glasses, Black Holes, and Strange Quantum Liquids
 Davide Facoetti, Giulio Biroli, Jorge Kurchan, David R. Reichman
Physical Review B
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Publications