Publications

Disordered systems and applications

51 Glasses and aging: A Statistical Mechanics Perspective
Francesco Arceri, François P. Landes, Ludovic Berthier, Giulio Biroli
2022 -

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52 Supervised perceptron learning vs unsupervised Hebbian unlearning: Approaching optimal memory retrieval in Hopfield-like networks
Marco Benedetti, Enrico Ventura, Enzo Marinari, Giancarlo Ruocco, Francesco Zamponi
2022 - The Journal of Chemical Physics

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53 Associative bond swaps in molecular dynamics
Simone Ciarella, Wouter G Ellenbroek
2022 - SciPost Physics

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54 Effects of intraspecific cooperative interactions in large ecosystems
Ada Altieri, Giulio Biroli
2022 - SciPost Physics

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55 Author Correction: Efficient generative modeling of protein sequences using simple autoregressive models
Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani, Francesco Zamponi, Martin Weigt
2022 - Nature Communications

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56 Rare events and disorder control the brittle yielding of well-annealed amorphous solids
Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
2022 - Physical Review Research

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57 Modeling sequence-space exploration and emergence of epistatic signals in protein evolution
M Bisardi, J Rodriguez-Rivas, Francesco Zamponi, M Weigt
2022 - Molecular Biology and Evolution

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58 Critical behavior of the Anderson model on the Bethe lattice via a large-deviation approach
Giulio Biroli, Alexander K. Hartmann, Marco Tarzia
2022 - Physical Review B

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59 An analytic theory of shallow networks dynamics for hinge loss classification*
Franco Pellegrini, Giulio Biroli
2021 - Journal of Statistical Mechanics: Theory and Experiment

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60 Triple descent and the two kinds of overfitting: where and why do they appear?*
Stéphane D’ascoli, Levent Sagun, Giulio Biroli
2021 - Journal of Statistical Mechanics: Theory and Experiment

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61 adabmDCA: adaptive Boltzmann machine learning for biological sequences
Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
2021 - BMC Bioinformatics

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62 Three simple scenarios for high-dimensional sphere packings
Patrick Charbonneau, Peter Morse, Will Perkins, Francesco Zamponi
2021 - Physical Review E

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63 Efficient generative modeling of protein sequences using simple autoregressive models
Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani, Francesco Zamponi, Martin Weigt
2021 - Nature Communications

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64 Active matter in infinite dimensions: Fokker–Planck equation and dynamical mean-field theory at low density
Francesco Zamponi, Thibaut Arnoulx de Pirey, Alessandro Manacorda, Frédéric van Wijland
2021 - The Journal of Chemical Physics

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65 Dynamics of Liquids in the Large-Dimensional Limit
Chen Liu, Giulio Biroli, David R Reichman, Grzegorz Szamel
2021 - Physical Review E

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66 PAGnol: An Extra-Large French Generative Model
Julien Launay, Elena Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah
2021 - -REPORT-

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67 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
2021 - Physical Review E

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68 Amorphous Order and Nonlinear Susceptibilities in Glassy Materials
Giulio Biroli, Jean-Philippe Bouchaud, Francois Ladieu
2021 - Journal of Physical Chemistry B

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69 Properties of Equilibria and Glassy Phases of the Random Lotka-Volterra Model with Demographic Noise
Ada Altieri, Félix Roy, Chiara Cammarota, Giulio Biroli
2021 - Physical Review Letters

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70 Mean-Field Caging in a Random Lorentz Gas
Giulio Biroli, Patrick Charbonneau, Yi Hu, Harukuni Ikeda, Grzegorz Szamel, Francesco Zamponi
2021 - Journal of Physical Chemistry B

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71 Revisiting the concept of activation in supercooled liquids
Marco Baity-Jesi, Giulio Biroli, David R Reichman
2021 - European Physical Journal E: Soft matter and biological physics

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72 Good speciation and endogenous business cycles in a constraint satisfaction macroeconomic model
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
2021 - Journal of Statistical Mechanics: Theory and Experiment

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73 Random Assignment Problems on 2d Manifolds
Dario Benedetto, Emanuele Caglioti, Sergio Caracciolo, Matteo d'Achille, Gabriele Sicuro, Andrea Sportiello
2021 - Journal of Statistical Physics

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74 Academic institutions’ commitment to refugees
Marc Mézard
2021 - Nature Reviews Materials

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75 Relationship between two-level systems and quasilocalized normal modes in glasses
Dmytro Khomenko, David Reichman, Francesco Zamponi
2021 - Physical Review Materials

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76 Low-frequency vibrational spectrum of mean-field disordered systems
Eran Bouchbinder, Edan Lerner, Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi
2021 - Physical Review B

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77 Epidemic mitigation by statistical inference from contact tracing data
Antoine Baker, Indaco Biazzo, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Alessandro Ingrosso, Florent Krzakala, Fabio Mazza, Anna Paola Muntoni, Maria Refinetti, Stefano Sarao Mannelli, Lenka Zdeborov Ái
2021 - Proceedings of the National Academy of Sciences of the United States of America

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78 Elastoplasticity Mediates Dynamical Heterogeneity Below the Mode-Coupling Temperature
Rahul N Chacko, François P. Landes, Giulio Biroli, Olivier Dauchot, Andrea J Liu, David R Reichman
2021 - Physical Review Letters

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79 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
2021 - PLoS ONE

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80 Interplay between percolation and glassiness in the random Lorentz gas
Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Yi Hu, Harukuni Ikeda, Grzegorz Szamel, Francesco Zamponi
2021 - Physical Review E

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81 Lévy-Rosenzweig-Porter random matrix ensemble
G. Biroli, M. Tarzia
2021 - Physical Review B

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82 Chapter 22. Connections to Statistical Physics
Fabrizio Altarelli, Rémi Monasson, Guilhem Semerjian, Francesco Zamponi
2021 -

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83 Generalisation error in learning with random features and the hidden manifold model
Federica Gerace, Bruno Loureiro, Florent Krzakala, Marc Mezard, Lenka Zdeborová
2021 - Journal of Statistical Mechanics: Theory and Experiment

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84 Mean-field model of interacting quasilocalized excitations in glasses
Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi, Edan Lerner, Eran Bouchbinder
2021 - SciPost Physics Core

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85 Dynamical instantons and activated processes in mean-field glass models
Valentina Ros, Giulio Biroli, Chiara Cammarota
2021 - SciPost Physics

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86 Large deviations of extreme eigenvalues of generalized sample covariance matrices
Antoine Maillard
2021 - EPL - Europhysics Letters

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87 Out-of-equilibrium phase diagram of the quantum random energy model
Giulio Biroli, Davide Facoetti, Marco Schiró, Marco Tarzia, Pierpaolo Vivo
2021 - Physical Review B

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88 Searching for the Gardner transition in glassy glycerol
Samuel Albert, Giulio Biroli, François Ladieu, Roland Tourbot, Pierfrancesco Urbani
2021 - Physical Review Letters

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89 Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification
Francesca Mignacco, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
2020 -

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90 On the Number of Limit Cycles in Diluted Neural Networks
Sungmin Hwang, Enrico Lanza, Giorgio Parisi, Jacopo Rocchi, Giancarlo Ruocco, Francesco Zamponi
2020 - Journal of Statistical Physics

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91 Modelling the influence of data structure on learning in neural networks: the hidden manifold model
Sebastian Goldt, Marc Mézard, Florent Krzakala, Lenka Zdeborová
2020 - Physical Review X

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92 Aligning biological sequences by exploiting residue conservation and coevolution
Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
2020 - Physical Review E

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93 The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
Louise Budzynski, Guilhem Semerjian
2020 - Journal of Statistical Physics

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94 Macroeconomic agent-based models : a statistical physics perspective
Dhruv Sharma
2020 - -THESE-

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95 Preface to the special issue on ‘Disordered serendipity: a glassy path to discovery’
Andrea Cavagna, Silvio Franz, Irene Giardina, Luca Leuzzi, Andrea Maiorano, Enzo Marinari, Federico Ricci-Tersenghi, Tommaso Rizzo, Francesco Zamponi
2020 - Journal of Physics A: Mathematical and Theoretical
-ISSUE-

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96 Biased measures for random constraint satisfaction problems: larger interaction range and asymptotic expansion
Louise Budzynski, Guilhem Semerjian
2020 - Journal of Statistical Mechanics: Theory and Experiment

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97 Algorithmic barriers in random constraint satisfaction problems
Louise Budzynski
2020 - -THESE-

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98 Dynamical Mean-Field Theory and Aging Dynamics
Ada Altieri, Giulio Biroli, Chiara Cammarota
2020 - Journal of Physics A: Mathematical and Theoretical

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99 Ultrastable metallic glasses in silico
Anshul D. S. Parmar, Misaki Ozawa, Ludovic Berthier
2020 - Physical Review Letters

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100 Recovery thresholds in the sparse planted matching problem
Guilhem Semerjian, Gabriele Sicuro, Lenka Zdeborová
2020 - Physical Review E

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