2023

51   Elasticity, Facilitation, and Dynamic Heterogeneity in Glass-Forming Liquids
 Misaki Ozawa, Giulio Biroli
2023 - Physical Review Letters
52   Evolution of Local Structural Motifs in Colloidal Quantum Dot Semiconductor Nanocrystals Leading to Nanofaceting
 Bo Hou, Felix Cosmin Mocanu, Yuljae Cho, Jongchul Lim, Jiangtao Feng, Jingchao Zhang, John Hong, Sangyeon Pak, Jong Bae Park, Young-Woo Lee, Juwon Lee, Byung-Sung Kim, Stephen M Morris, Jung Inn Sohn, Seungnam Cha, Jong Min Kim
2023 - Nano Letters
53   Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems
 Simone Ciarella, Jeanne Trinquier, Martin Weigt, Francesco Zamponi
2023 - Machine Learning: Science and Technology
54   Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula)
 Cedric Gerbelot, Alia Abbara, Florent Krzakala
2023 - IEEE Transactions on Information Theory
55   Microscopic observation of two-level systems in a metallic glass model
 Felix Mocanu, Ludovic Berthier, Simone Ciarella, Dmytro Khomenko, David Reichman, Camille Scalliet, Francesco Zamponi
2023 - The Journal of Chemical Physics
56   Finite-size scaling of the random-field Ising model above the upper critical dimension
 Nikolaos G Fytas, Víctor Martín-Mayor, Giorgio Parisi, Marco Picco, Nicolas Sourlas
2023 - Physical Review E
57   Bootstrapping traceless symmetric $O(N)$ scalars
 Marten Reehorst, Maria Refinetti, Alessandro Vichi
2023 - SciPost Physics
58   Creating bulk ultrastable glasses by random particle bonding
 Misaki Ozawa, Yasutaka Iwashita, Walter Kob, Francesco Zamponi
2023 - Nature Communications
59   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
60   Cosmology with cosmic web environments II. Redshift-space auto and cross power spectra
 Tony Bonnaire, Joseph Kuruvilla, Nabila Aghanim, Aurélien Decelle
2023 - Astronomy & Astrophysics - A&A

2022

61   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
62   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
63   Gradient descent dynamics and the jamming transition in infinite dimensions
 Alessandro Manacorda, Francesco Zamponi
2022 - Journal of Physics A: Mathematical and Theoretical
64   Equilibrium fluctuations in mean-field disordered models
 Giampaolo Folena, Giulio Biroli, Patrick Charbonneau, Yi Hu, Francesco Zamponi
2022 - Physical Review E
65   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
66   Marginal stability of soft anharmonic mean field spin glasses
 Giampaolo Folena, Pierfrancesco Urbani
2022 - Journal of Statistical Mechanics: Theory and Experiment
67   Cosmology with cosmic web environments
 Tony Bonnaire, Nabila Aghanim, Joseph Kuruvilla, Aurélien Decelle
2022 - Astronomy & Astrophysics - A&A
68   Local Dynamical Heterogeneity in Simple Glass Formers
 Giulio Biroli, Patrick Charbonneau, Giampaolo Folena, Yi Hu, Francesco Zamponi
2022 - Physical Review Letters
69   Relaxation dynamics in the energy landscape of glass-forming liquids
 Yoshihiko Nishikawa, Misaki Ozawa, Atsushi Ikeda, Pinaki Chaudhuri, Ludovic Berthier
2022 - Physical Review X
70   Glasses and aging: A Statistical Mechanics Perspective
 Francesco Arceri, François P. Landes, Ludovic Berthier, Giulio Biroli
2022 -
71   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
72   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
73   Effects of intraspecific cooperative interactions in large ecosystems
 Ada Altieri, Giulio Biroli
2022 - SciPost Physics
74   Associative bond swaps in molecular dynamics
 Simone Ciarella, Wouter G Ellenbroek
2022 - SciPost Physics
75   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
76   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
77   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
78   Critical behavior of the Anderson model on the Bethe lattice via a large-deviation approach
 Giulio Biroli, Alexander K. Hartmann, Marco Tarzia
2022 - Phys.Rev.B

2021

79   An analytic theory of shallow networks dynamics for hinge loss classification*
 Franco Pellegrini, Giulio Biroli
2021 - Journal of Statistical Mechanics: Theory and Experiment
80   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
81   adabmDCA: adaptive Boltzmann machine learning for biological sequences
 Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
2021 - BMC Bioinformatics
82   Three simple scenarios for high-dimensional sphere packings
 Patrick Charbonneau, Peter Morse, Will Perkins, Francesco Zamponi
2021 - Physical Review E
83   Efficient generative modeling of protein sequences using simple autoregressive models
 Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani, Francesco Zamponi, Martin Weigt
2021 - Nature Communications
84   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
85   Dynamics of Liquids in the Large-Dimensional Limit
 Chen Liu, Giulio Biroli, David R Reichman, Grzegorz Szamel
2021 - Physical Review E
86   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-
87   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
88   Amorphous Order and Nonlinear Susceptibilities in Glassy Materials
 Giulio Biroli, Jean-Philippe Bouchaud, Francois Ladieu
2021 - Journal of Physical Chemistry B
89   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
90   Experimental Approach to Demonstrating Contextuality for Qudits
 Adel Sohbi, Ruben Ohana, Isabelle Zaquine, Eleni Diamanti, Damian Markham
2021 - Physical Review A
91   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
92   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
93   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
94   Random Assignment Problems on 2d Manifolds
 Dario Benedetto, Emanuele Caglioti, Sergio Caracciolo, Matteo d'Achille, Gabriele Sicuro, Andrea Sportiello
2021 - Journal of Statistical Physics
95   Academic institutions’ commitment to refugees
 Marc Mézard
2021 - Nature Reviews Materials
96   Low-frequency vibrational spectrum of mean-field disordered systems
 Eran Bouchbinder, Edan Lerner, Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi
2021 - Physical Review B
97   Relationship between two-level systems and quasilocalized normal modes in glasses
 Dmytro Khomenko, David Reichman, Francesco Zamponi
2021 - Physical Review Materials
98   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
99   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
100   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