•Axe Physique statistique

Systèmes Désordonnés et Applications

Publications

Systèmes Désordonnés et Applications

51 Dead or alive: Distinguishing active from passive particles using supervised learning ^(a)
Giulia Janzen, Xander L J A Smeets, Vincent E Debets, Chengjie Luo, Cornelis Storm, Liesbeth M C Janssen, Simone Ciarella
2023 - EPL - Europhysics Letters

52 Electron localization in recrystallized models of the Ge 2 Sb 2 Te 5 phase-change memory material
Konstantinos Konstantinou, Felix Mocanu, Jaakko Akola
2022 - Physical Review B

53 Finite-Disorder Critical Point in the Yielding Transition of Elastoplastic Models
Saverio Rossi, Giulio Biroli, Misaki Ozawa, Gilles Tarjus, Francesco Zamponi
2022 - Physical Review Letters

54 Gradient descent dynamics and the jamming transition in infinite dimensions
Alessandro Manacorda, Francesco Zamponi
2022 - Journal of Physics A: Mathematical and Theoretical

55 Equilibrium fluctuations in mean-field disordered models
Giampaolo Folena, Giulio Biroli, Patrick Charbonneau, Yi Hu, Francesco Zamponi
2022 - Physical Review E

56 Aligning random graphs with a sub-tree similarity message-passing algorithm
Giovanni Piccioli, Guilhem Semerjian, Gabriele Sicuro, Lenka Zdeborová
2022 - Journal of Statistical Mechanics: Theory and Experiment

57 Marginal stability of soft anharmonic mean field spin glasses
Giampaolo Folena, Pierfrancesco Urbani
2022 - Journal of Statistical Mechanics: Theory and Experiment

58 Cosmology with cosmic web environments
Tony Bonnaire, Nabila Aghanim, Joseph Kuruvilla, Aurélien Decelle
2022 - Astronomy & Astrophysics - A&A

59 Local Dynamical Heterogeneity in Simple Glass Formers
Giulio Biroli, Patrick Charbonneau, Giampaolo Folena, Yi Hu, Francesco Zamponi
2022 - Physical Review Letters

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

61 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

62 Align, then memorise: the dynamics of learning with feedback alignment
Maria Refinetti, Stéphane d'Ascoli, Ruben Ohana, Sebastian Goldt
2022 - Journal of Physics A: Mathematical and Theoretical

63 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

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

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

66 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

67 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

68 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

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

70 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

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

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

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

74 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

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

76 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-

77 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

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

79 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

80 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

81 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

82 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

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

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

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

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

87 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

88 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

89 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

90 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

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

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

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

94 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

95 LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor
Charles Brossollet, Alessandro Cappelli, Igor Carron, Charidimos Chaintoutis, Amelie Chatelain, Laurent Daudet, Sylvain Gigan, Daniel Hesslow, Florent Krzakala, Julien Launay, Safa Mokaadi, Fabien Moreau, Kilian Muller, Ruben Ohana, Gustave Pariente, Iacopo Poli, Elena Tommasone
2021 - -PROCEEDINGS-

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

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

98 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

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

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

«
1
2
3
4
»

188

Publications

7

Années

Statistical physics