•Axe Physique statistique

Systèmes Désordonnés et Applications

Publications

Systèmes Désordonnés et Applications

1 Theory of speciation transitions in diffusion models with general class structure
Beatrice Achilli, Marco Benedetti, Giulio Biroli, Marc Mézard
2026 - Journal of Statistical Mechanics: Theory and Experiment

2 Efficient Monte Carlo sampling of metastable systems using nonlocal collective variable updates
Christoph Schönle, Davide Carbone, Marylou Gabrié, Tony Lelièvre, Gabriel Stoltz
2026 - The Journal of Chemical Physics

3 Computing nonequilibrium transport from short-time transients: From Lorentz gas to heat conduction in one-dimensional chains
Davide Carbone, Vincenzo Di Florio, Stefano Lepri, Lamberto Rondoni
2026 - The Journal of Chemical Physics

4 Kernel Density Estimators in Large Dimensions
Giulio Biroli, Marc Mézard
2026 - SIAM Journal on Mathematics of Data Science

5 Entropy production from density field theories for interacting particles systems
Antonin Brossollet, Giulio Biroli
2026 - Journal of Physics A: Mathematical and Theoretical

6 X-ray emission in IllustrisTNG circum-cluster environments. II -- Possible origins of the soft X-ray excess emission
Celine Gouin, Daniela Galárraga-Espinosa, Massimiliano Bonamente, Stephen Walker, Mohammad Mirakhor, Richard Lieu, Clotilde Laigle, Etienne Bonnassieux, Charlotte Welker, Stefano Gallo, Tony Bonnaire, Jade Paste
2026 - Astronomy & Astrophysics - A&A

7 Wavelet Scattering Transform and Fourier Representation for Offline Detection of Malicious Clients in Federated Learning
Alessandro Licciardi, Davide Leo, Davide Carbone
2026 - IEEE Internet of Things Journal

8 Effective Energy, Interactions And Out Of Equilibrium Nature Of Scalar Active Matter
Antonin Brossollet, Etienne Lempereur, Stéphane Mallat, Giulio Biroli
2025 - Communications Physics

9 Nonreciprocal Spin-Glass Transition and Aging
Giulia Garcia Lorenzana, Ada Altieri, Giulio Biroli, Michel Fruchart, Vincenzo Vitelli
2025 - Physical Review Letters

10 The role of the time-dependent Hessian in high-dimensional optimization
Tony Bonnaire, Giulio Biroli, Chiara Cammarota
2025 - Journal of Statistical Mechanics: Theory and Experiment

11 Yielding and plasticity in amorphous solids
Ludovic Berthier, Giulio Biroli, M. Lisa Manning, Francesco Zamponi
2025 - Nature Reviews Physics

12 Improving the evaluation of samplers on multi-modal targets
Louis Grenioux, Maxence Noble, Marylou Gabrié
2025 -

13 On the role of non-linear latent features in bipartite generative neural networks
Tony Bonnaire, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2025 - SciPost Physics

14 Path-integral approach to sparse non-Hermitian random matrices
J. Baron
2025 - Physical Review E

15 Post-COVID Inflation & the Monetary Policy Dilemma: An Agent-Based Scenario Analysis
Max Sina Knicker, Karl Naumann-Woleske, Jean-Philippe Bouchaud, Francesco Zamponi
2025 - Journal of Economic Interaction and Coordination

16 Time Irreversibility in Statistical Mechanics
Dominique Levesque, Nicolas Sourlas
2025 - Journal of Statistical Physics

17 Roadmap on machine learning glassy liquids
Gerhard Jung, Rinske M Alkemade, Victor Bapst, Daniele Coslovich, Laura Filion, François P. Landes, Andrea Liu, Francesco Saverio Pezzicoli, Hayato Shiba, Giovanni Volpe, Francesco Zamponi, Ludovic Berthier, Giulio Biroli
2025 - Nature Reviews Physics

18 Cascade of phase transitions in the training of Energy-based models
Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
2024 -

19 Tracing gaseous filaments connected to galaxy clusters: The case study of Abell 2744
S. Gallo, N. Aghanim, C. Gouin, D. Eckert, M. Douspis, J. Paste, Tony Bonnaire
2024 - Astronomy & Astrophysics - A&A

20 Faster algorithms for the alignment of sparse correlated Erdős–Rényi random graphs
Andrea Muratori, Guilhem Semerjian
2024 - Journal of Statistical Mechanics: Theory and Experiment

21 High-dimensional non-convex landscapes and gradient descent dynamics
Tony Bonnaire, Davide Ghio, Kamesh Krishnamurthy, Francesca Mignacco, Atsushi Yamamura, Giulio Biroli
2024 - Journal of Statistical Mechanics: Theory and Experiment

22 Matrix Denoising: Bayes-Optimal Estimators Via Low-Degree Polynomials
Guilhem Semerjian
2024 - Journal of Statistical Physics

23 Normalizing flows as an enhanced sampling method for atomistic supercooled liquids
Gerhard Jung, Giulio Biroli, Ludovic Berthier
2024 - Machine Learning : Science and Technology

24 Statistical limits of correlation detection in trees
Luca Ganassali, Laurent Massoulié, Guilhem Semerjian
2024 - The Annals of Applied Probability

25 Dynamical Facilitation Governs the Equilibration Dynamics of Glasses
Rahul Chacko, François Landes, Giulio Biroli, Olivier Dauchot, Andrea Liu, David Reichman
2024 - Physical Review X

26 Large-deviation analysis of rare resonances for the many-body localization transition
Giulio Biroli, Alexander Hartmann, Marco Tarzia
2024 - Physical Review B

27 Unlearning regularization for Boltzmann machines
Enrico Ventura, Simona Cocco, Rémi Monasson, Francesco Zamponi
2024 - Machine Learning : Science and Technology

28 Self-supervised component separation for the extragalactic submillimetre sky
V. Bonjean, H. Tanimura, N. Aghanim, Tony Bonnaire, M. Douspis
2024 - Astronomy & Astrophysics - A&A

29 Towards parsimonious generative modeling of RNA families
Francesco Calvanese, Camille N Lambert, Philippe Nghe, Francesco Zamponi, Martin Weigt
2024 - Nucleic Acids Research

30 Mean-field analysis of the glassy dynamics of an elastoplastic model of super-cooled liquids
J. Baron, Giulio Biroli
2024 - EPL - Europhysics Letters

31 The RFOT Theory of Glasses: Recent Progress and Open Issues
Giulio Biroli, Jean-Philippe Bouchaud
2024 - Comptes Rendus. Physique

32 The nature of non-phononic excitations in disordered systems
Walter Schirmacher, Matteo Paoluzzi, Felix Cosmin Mocanu, Dmytro Khomenko, Grzegorz Szamel, Francesco Zamponi, Giancarlo Ruocco
2024 - Nature Communications

33 Shear-Induced Phase Behavior and Topological Defects in Two-Dimensional Crystals
Federico Ghimenti, Misaki Ozawa, Giulio Biroli, Gilles Tarjus
2024 - Physical Review B

34 Curvature-driven pathways interpolating between stationary points: the case of the pure spherical 3-spin model
Alessandro Pacco, Giulio Biroli, Valentina Ros
2024 - Journal of Physics A: Mathematical and Theoretical

35 Dynamic heterogeneity at the experimental glass transition predicted by transferable machine learning
Gerhard Jung, Giulio Biroli, Ludovic Berthier
2024 - Physical Review B

36 Scaling regimes and fluctuations of observables in computer glasses approaching the unjamming transition
Julia Giannini, Edan Lerner, Francesco Zamponi, M. Lisa Manning
2024 - The Journal of Chemical Physics

37 Interactions and migration rescuing ecological diversity
Giulia Garcia Lorenzana, Ada Altieri, Giulio Biroli
2024 - PRX Life

38 Ductile-to-brittle transition and yielding in soft amorphous materials: perspectives and open questions
Thibaut Divoux, Elisabeth Agoritsas, Stefano Aime, Catherine Barentin, Jean-Louis Barrat, Roberto Benzi, Ludovic Berthier, Dapeng Bi, Giulio Biroli, Daniel Bonn, Philippe Bourrianne, Mehdi Bouzid, Emanuela del Gado, Hélène Delanoë-Ayari, Kasra Farain, Suzanne Fielding, Matthias Fuchs, Jasper van der Gucht, Silke Henkes, Maziyar Jalaal, Yogesh M Joshi, Anaël Lemaître, Robert L Leheny, Sébastien Manneville, Kirsten Martens, Wilson C K Poon, Marko Popović, Itamar Procaccia, Laurence Ramos, James A Richards, Simon Rogers, Saverio Rossi, Mauro Sbragaglia, Gilles Tarjus, Federico Toschi, Véronique Trappe, Jan Vermant, Matthieu Wyart, Francesco Zamponi, Davoud Zare
2024 - Soft Matter

39 Overlap renormalization group transformations for disordered systems
Dimitrios Bachtis
2024 - Journal of Physics A: Mathematical and Theoretical

40 Dissecting a miniature universe: A multi-wavelength view of galaxy quenching in the Shapley supercluster
N. Aghanim, T. Tuominen, V. Bonjean, C. Gouin, Tony Bonnaire, M. Einasto
2024 - Astronomy & Astrophysics - A&A

41 Reducing finite-size effects with reweighted renormalization group transformations
Dimitrios Bachtis
2024 - Physical Review E

42 Inverse Renormalization Group of Disordered Systems
Dimitrios Bachtis
2024 - Physical Review B

43 Understanding epistatic networks in the B1 β-lactamases through coevolutionary statistical modeling and deep mutational scanning
J Z Chen, M Bisardi, D Lee, S Cotogno, F Zamponi, Martin Weigt, N Tokuriki
2024 - Nature Communications

44 Dynamical regimes of diffusion models
Giulio Biroli, Tony Bonnaire, Valentin de Bortoli, Marc Mezard
2024 - Nature Communications

45 Far-from-equilibrium criticality in the random-field Ising model with Eshelby interactions
Saverio Rossi, Giulio Biroli, Misaki Ozawa, Gilles Tarjus
2023 - Physical Review B

46 Graph-based Approximate Message Passing Iterations
Cédric Gerbelot, Raphaël Berthier
2023 - Information and Inference

47 Introduction to the dynamics of disordered systems: Equilibrium and gradient descent
Giampaolo Folena, Alessandro Manacorda, Francesco Zamponi
2023 - Physica A: Statistical Mechanics and its Applications

48 Multiscale Data-Driven Energy Estimation and Generation
Tanguy Marchand, Misaki Ozawa, Giulio Biroli, Stéphane Mallat
2023 - Physical Review X

49 Fluctuations, bias, variance and ensemble of learners: exact asymptotics for convex losses in high-dimension ^*
Bruno Loureiro, Cédric Gerbelot, Maria Refinetti, Gabriele Sicuro, Florent Krzakala
2023 - Journal of Statistical Mechanics: Theory and Experiment

50 Generative diffusion in very large dimensions
Giulio Biroli, Marc Mézard
2023 - Journal of Statistical Mechanics: Theory and Experiment

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215

Publications

8

Années

Statistical physics