2026

1   Euclid Quick Data Release (Q1): XXXV. The role of cosmic connectivity in shaping galaxy clusters
 C. Gouin, C. Laigle, F. Sarron, T. Bonnaire, J G Sorce, N. Aghanim, M. Magliocchetti, L. Quilley, P. Boldrini, F. Durret, C. Pichon, U. Kuchner, N. Malavasi, K. Kraljic, R. Gavazzi, Y. Kang, S A Stanford, P. Awad, B. Altieri, A. Amara, S. Andreon, N. Auricchio, H. Aussel, C. Baccigalupi, M. Baldi, A. Balestra, S. Bardelli, A. Basset, P. Battaglia, F. Bernardeau, A. Biviano, A. Bonchi, E. Branchini, M. Brescia, J. Brinchmann, S. Camera, G. Cañas-Herrera, V. Capobianco, C. Carbone, J. Carretero, M. Castellano, G. Castignani, S. Cavuoti, K C Chambers, A. Cimatti, C. Colodro-Conde, G. Congedo, C J Conselice, L. Conversi, Y. Copin, F. Courbin, H M Courtois, M. Cropper, A. Da Silva, H. Degaudenzi, S. de la Torre, G. de Lucia, A M Di Giorgio, C. Dolding, H. Dole, F. Dubath, C a J Duncan, X. Dupac, A. Ealet, S. Escoffier, M. Fabricius, M. Farina, F. Faustini, S. Ferriol, F. Finelli, S. Fotopoulou, M. Frailis, E. Franceschi, S. Galeotta, K. George, B. Gillis, C. Giocoli, P. Gómez-Alvarez, J. Gracia-Carpio, B R Granett, A. Grazian, F. Grupp, S. Gwyn, S V H Haugan, W. Holmes, I M Hook, F. Hormuth, A. Hornstrup, P. Hudelot, K. Jahnke, M. Jhabvala, B. Joachimi, E. Keihänen, S. Kermiche, A. Kiessling, M. Kilbinger, B. Kubik, M. Kümmel, M. Kunz, H. Kurki-Suonio, O. Lahav, Q. Le Boulc’h, A M C Le Brun, D. Le Mignant, P. Liebing, S. Ligori, P B Lilje, V. Lindholm, I. Lloro, G. Mainetti, D. Maino, E. Maiorano, O. Mansutti, S. Marcin, O. Marggraf, M. Martinelli, N. Martinet, F. Marulli, R. Massey, S. Maurogordato, H J Mccracken, E. Medinaceli, S. Mei, Y. Mellier, M. Meneghetti, E. Merlin, G. Meylan, A. Mora, M. Moresco, L. Moscardini, R. Nakajima, C. Neissner, S.-M. Niemi, J W Nightingale, C. Padilla, S. Paltani, F. Pasian, J A Peacock, K. Pedersen, W J Percival, V. Pettorino, S. Pires, G. Polenta, M. Poncet, L A Popa, L. Pozzetti, F. Raison, R. Rebolo, A. Renzi, J. Rhodes, G. Riccio, E. Romelli, M. Roncarelli, B. Rusholme, R. Saglia, Z. Sakr, A G Sánchez, D. Sapone, B. Sartoris, J A Schewtschenko, M. Schirmer, P. Schneider, T. Schrabback, M. Scodeggio, A. Secroun, G. Seidel, S. Serrano, P. Simon, C. Sirignano, G. Sirri, J. Skottfelt, L. Stanco, J. Steinwagner, P. Tallada-Crespí, D. Tavagnacco, A N Taylor, H I Teplitz, I. Tereno, N. Tessore, S. Toft, R. Toledo-Moreo, F. Torradeflot, A. Tsyganov, I. Tutusaus, L. Valenziano, J. Valiviita, T. Vassallo, G. Verdoes Kleijn, A. Veropalumbo, Y. Wang, J. Weller, A. Zacchei, G. Zamorani, F M Zerbi, E. Zucca, V. Allevato, M. Ballardini, M. Bolzonella, E. Bozzo, C. Burigana, F. Bernardeau, A. Cappi, D. Di Ferdinando, J A Escartin Vigo, L. Gabarra, M. Huertas-Company, J. Martín-Fleitas, S. Matthew, M. Maturi, N. Mauri, R B Metcalf, A. Pezzotta, M. Pöntinen, C. Porciani, I. Risso, V. Scottez, M. Sereno, M. Tenti, M. Viel, M. Wiesmann, Y. Akrami, S. Alvi, I T Andika, S. Anselmi, M. Archidiacono, F. Atrio-Barandela, A. Balaguera-Antolinez, C. Benoist, K. Benson, P. Bergamini, D. Bertacca, M. Bethermin, A. Blanchard, L. Blot, H. Böhringer, M L Brown, S. Bruton, A. Calabro, B. Camacho Quevedo, F. Caro, C S Carvalho, T. Castro, F. Cogato, A R Cooray, O. Cucciati, S. Davini, F. de Paolis, G. Desprez, A. Díaz-Sánchez, J J Diaz, S. Di Domizio, J M Diego, P.-A. Duc, A. Enia, Y. Fang, A G Ferrari, P G Ferreira, A. Finoguenov, A. Fontana, A. Franco, K. Ganga, J. García-Bellido, T. Gasparetto, V. Gautard, E. Gaztanaga, F. Giacomini, F. Gianotti, G. Gozaliasl, M. Guidi, C M Gutierrez, A. Hall, W G Hartley, S. Hemmati, C. Hernández-Monteagudo, H. Hildebrandt, J. Hjorth, J J E Kajava, V. Kansal, D. Karagiannis, K. Kiiveri, C C Kirkpatrick, S. Kruk, J. Le Graet, L. Legrand, M. Lembo, F. Lepori, G. Leroy, G F Lesci, J. Lesgourgues, L. Leuzzi, T I Liaudat, A. Loureiro, J. Macias-Perez, G. Maggio, E A Magnier, F. Mannucci, R. Maoli, C J a P Martins, L. Maurin, M. Migliaccio, M. Miluzio, P. Monaco, A. Montoro, C. Moretti, G. Morgante, S. Nadathur, K. Naidoo, A. Navarro-Alsina, S. Nesseris, F. Passalacqua, K. Paterson, L. Patrizii, A. Pisani, D. Potter, S. Quai, M. Radovich, S. Sacquegna, M. Sahlén, D B Sanders, E. Sarpa, A. Schneider, D. Sciotti, D. Scognamiglio, E. Sellentin, F. Shankar, L C Smith, K. Tanidis, G. Testera, R. Teyssier, S. Tosi, A. Troja, M. Tucci, C. Valieri, A. Venhola, D. Vergani, G. Verza, P. Vielzeuf, N A Walton, D. Scott
2026 - Astronomy & Astrophysics - A&A
2   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
3   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
4   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
5   Kernel Density Estimators in Large Dimensions
 Giulio Biroli, Marc Mézard
2026 - SIAM Journal on Mathematics of Data Science
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   Entropy production from density field theories for interacting particles systems
 Antonin Brossollet, Giulio Biroli
2026 - Journal of Physics A: Mathematical and Theoretical
8   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

2025

9   Effective Energy, Interactions And Out Of Equilibrium Nature Of Scalar Active Matter
 Antonin Brossollet, Etienne Lempereur, Stéphane Mallat, Giulio Biroli
2025 - Communications Physics
10   Nonreciprocal Spin-Glass Transition and Aging
 Giulia Garcia Lorenzana, Ada Altieri, Giulio Biroli, Michel Fruchart, Vincenzo Vitelli
2025 - Physical Review Letters
11   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
12   Yielding and plasticity in amorphous solids
 Ludovic Berthier, Giulio Biroli, M. Lisa Manning, Francesco Zamponi
2025 - Nature Reviews Physics
13   Improving the evaluation of samplers on multi-modal targets
 Louis Grenioux, Maxence Noble, Marylou Gabrié
2025 -
14   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
15   On the role of non-linear latent features in bipartite generative neural networks
 Tony Bonnaire, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2025 - SciPost Physics
16   Path-integral approach to sparse non-Hermitian random matrices
 J. Baron
2025 - Physical Review E
17   Time Irreversibility in Statistical Mechanics
 Dominique Levesque, Nicolas Sourlas
2025 - Journal of Statistical Physics
18   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

2024

19   Cascade of phase transitions in the training of Energy-based models
 Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
2024 -
20   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
21   Faster algorithms for the alignment of sparse correlated Erdős–Rényi random graphs
 Andrea Muratori, Guilhem Semerjian
2024 - Journal of Statistical Mechanics: Theory and Experiment
22   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
23   Matrix Denoising: Bayes-Optimal Estimators Via Low-Degree Polynomials
 Guilhem Semerjian
2024 - Journal of Statistical Physics
24   Normalizing flows as an enhanced sampling method for atomistic supercooled liquids
 Gerhard Jung, Giulio Biroli, Ludovic Berthier
2024 - Machine Learning : Science and Technology
25   Statistical limits of correlation detection in trees
 Luca Ganassali, Laurent Massoulié, Guilhem Semerjian
2024 - The Annals of Applied Probability
26   Dynamical Facilitation Governs the Equilibration Dynamics of Glasses
 Rahul Chacko, François Landes, Giulio Biroli, Olivier Dauchot, Andrea Liu, David Reichman
2024 - Physical Review X
27   Large-deviation analysis of rare resonances for the many-body localization transition
 Giulio Biroli, Alexander Hartmann, Marco Tarzia
2024 - Physical Review B
28   Unlearning regularization for Boltzmann machines
 Enrico Ventura, Simona Cocco, Rémi Monasson, Francesco Zamponi
2024 - Machine Learning : Science and Technology
29   Towards parsimonious generative modeling of RNA families
 Francesco Calvanese, Camille N Lambert, Philippe Nghe, Francesco Zamponi, Martin Weigt
2024 - Nucleic Acids Research
30   Self-supervised component separation for the extragalactic submillimetre sky
 V. Bonjean, H. Tanimura, N. Aghanim, Tony Bonnaire, M. Douspis
2024 - Astronomy & Astrophysics - A&A
31   Mean-field analysis of the glassy dynamics of an elastoplastic model of super-cooled liquids
 J. Baron, Giulio Biroli
2024 - EPL - Europhysics Letters
32   The RFOT Theory of Glasses: Recent Progress and Open Issues
 Giulio Biroli, Jean-Philippe Bouchaud
2024 - Comptes Rendus. Physique
33   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
34   Shear-Induced Phase Behavior and Topological Defects in Two-Dimensional Crystals
 Federico Ghimenti, Misaki Ozawa, Giulio Biroli, Gilles Tarjus
2024 - Physical Review B
35   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
36   Dynamic heterogeneity at the experimental glass transition predicted by transferable machine learning
 Gerhard Jung, Giulio Biroli, Ludovic Berthier
2024 - Physical Review B
37   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
38   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
39   Interactions and migration rescuing ecological diversity
 Giulia Garcia Lorenzana, Ada Altieri, Giulio Biroli
2024 - PRX Life
40   Overlap renormalization group transformations for disordered systems
 Dimitrios Bachtis
2024 - Journal of Physics A: Mathematical and Theoretical
41   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
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   Reducing finite-size effects with reweighted renormalization group transformations
 Dimitrios Bachtis
2024 - Physical Review E
45   Dynamical regimes of diffusion models
 Giulio Biroli, Tony Bonnaire, Valentin de Bortoli, Marc Mezard
2024 - Nature Communications

2023

46   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
47   Graph-based Approximate Message Passing Iterations
 Cédric Gerbelot, Raphaël Berthier
2023 - Information and Inference
48   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
49   Multiscale Data-Driven Energy Estimation and Generation
 Tanguy Marchand, Misaki Ozawa, Giulio Biroli, Stéphane Mallat
2023 - Physical Review X
50   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