•Statistical physics

Disordered systems and applications

Publications

Disordered systems and applications

1 Theory of Simple Glasses
Giorgio Parisi, Pierfrancesco Urbani, Francesco Zamponi
2019 -

2 Blind Calibration for Sparse Regression: A State Evolution Analysis
Marylou Gabrie, Jean Barbier, Florent Krzakala, Lenka Zdeborova
2019 - CAMSAP 2019 - Proceedings
-PROCEEDINGS-

3 Self-planting: digging holes in rough landscapes
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment

4 Nature of excitations and defects in structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Nature Communications

5 Comparing dynamics: deep neural networks versus glassy systems
Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann Lecun, Matthieu Wyart, Giulio Biroli
2019 - Journal of Statistical Mechanics: Theory and Experiment

6 Numerical implementation of dynamical mean field theory for disordered systems: application to the Lotka–Volterra model of ecosystems
F. Roy, Giulio Biroli, G Bunin, C. Cammarota
2019 - Journal of Physics A: Mathematical and Theoretical

7 A jamming transition from under- to over-parametrization affects generalization in deep learning
S Spigler, M Geiger, Stéphane d'Ascoli, L Sagun, Giulio Biroli, M Wyart
2019 - Journal of Physics A: Mathematical and Theoretical

8 High-temperature expansions and message passing algorithms
Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mezard, Lenka Zdeborová
2019 - Journal of Statistical Mechanics: Theory and Experiment

9 Adaptive cluster expansion for Ising spin models
Simona Cocco, Giancarlo Croce, Francesco Zamponi
2019 - The European Physical Journal B: Condensed Matter and Complex Systems

10 Strong anisotropy of superfluid He 4 counterflow turbulence
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
2019 - Physical Review B

11 Towards an understanding of neural networks : mean-field incursions
Marylou Gabrié
2019 - -THESE-

12 Gardner physics in amorphous solids and beyond
Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
2019 - The Journal of Chemical Physics

13 Maximum-energy records in glassy energy landscapes
Ivailo Hartarsky, Marco Baity-Jesi, Riccardo Ravasio, Alain Billoire, Giulio Biroli
2019 - Journal of Statistical Mechanics: Theory and Experiment

14 Mean-field stability map of hard-sphere glasses
Ada Altieri, Francesco Zamponi
2019 - Physical Review E

15 On the critical exponent α of the 5D random-field Ising model
Nikolaos G. Fytas, Giorgio Parisi, Marco Picco, Nicolas Sourlas, Víctor Martín-Mayor
2019 - Journal of Statistical Mechanics: Theory and Experiment

16 Nonconvex image reconstruction via expectation propagation
Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
2019 - Physical Review E

17 Quantum Monte Carlo algorithm for out-of-equilibrium Green's functions at long times
Corentin Bertrand, Olivier Parcollet, Antoine Maillard, Xavier Waintal
2019 - Physical Review B

18 Mean field theory of jamming of nonspherical particles
Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical

19 Out-of-equilibrium dynamical equations of infinite-dimensional particle systems. II. The anisotropic case under shear strain
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical

20 Can a Large Packing be Assembled from Smaller Ones?
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
2019 - Physical Review Letters

21 Jamming transition as a paradigm to understand the loss landscape of deep neural networks
Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart
2019 - Physical Review E

22 Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method
Jean Barbier, Chun Lam Chan, Nicolas Macris
2019 -

23 Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media
Jonathan Dong, Florent Krzakala, Sylvain Gigan
2019 -

24 Universal non-mean-field scaling in the density of states of amorphous solids
Harukuni Ikeda
2019 - Physical Review E

25 Effect of particle exchange on the glass transition of binary hard spheres
Harukuni Ikeda, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment

26 Out-of-equilibrium dynamical equations of infinite-dimensional particle systems I. The isotropic case
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical

27 Typology of phase transitions in Bayesian inference problems
Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
2019 - Physical Review E

28 Complexity of energy barriers in mean-field glassy systems
V. Ros, Giulio Biroli, C. Cammarota
2019 - EPL - Europhysics Letters

29 Superfluid Helium in Three-Dimensional Counterflow Differs Strongly from Classical Flows: Anisotropy on Small Scales
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
2019 - Physical Review Letters

30 Can the glass transition be explained without a growing static length scale?
Ludovic Berthier, Giulio Biroli, Jean-Philippe Bouchaud, Gilles Tarjus
2019 - The Journal of Chemical Physics

31 Approximate Survey Propagation for Statistical Inference
Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
2019 - Journal of Statistical Mechanics: Theory and Experiment

32 Network reconstruction from infection cascades
A. Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
2019 - Journal of the Royal Society Interface

33 Dynamics around the site percolation threshold on high-dimensional hypercubic lattices
Giulio Biroli, Patrick Charbonneau, Yi Hu
2019 - Physical Review E

34 Biased landscapes for random constraint satisfaction problems
Louise Budzynski, Federico Ricci-Tersenghi, Guilhem Semerjian
2019 - Journal of Statistical Mechanics: Theory and Experiment

35 On the number of limit cycles in asymmetric neural networks
Sungmin Hwang, Viola Folli, Enrico Lanza, Giorgio Parisi, Giancarlo Ruocco, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment

36 Constraint satisfaction mechanisms for marginal stability and criticality in large ecosystems
Ada Altieri, Silvio Franz
2019 - Physical Review E

37 Inhomogeneous Gaussian free field inside the interacting arctic curve
Etienne Granet, Louise Budzynski, Jerome Dubail, Jesper Lykke Jacobsen
2019 - Journal of Statistical Mechanics: Theory and Experiment

38 Complex Energy Landscapes in Spiked-Tensor and Simple Glassy Models: Ruggedness, Arrangements of Local Minima, and Phase Transitions
Valentina Ros, Gérard Ben Arous, Giulio Biroli, Chiara Cammarota
2019 - Physical Review X

39 Marginally stable phases in mean-field structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Physical Review E

40 Who is afraid of big bad minima? Analysis of gradient-flow in a spiked matrix-tensor model
Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Lenka Zdeborová
2019 - Advances in Neural Information Processing Systems
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41 Jamming and Glass Transitions
Ada Altieri
2019 -

42 Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
Stéphane d'Ascoli, Levent Sagun, Joan Bruna, Giulio Biroli
2019 - -PROCEEDINGS-

43 Evidence for Supersymmetry in the Random-Field Ising Model at D=5
Nikolaos G. Fytas, Víctor Martín-Mayor, Giorgio Parisi, Marco Picco, Nicolas Sourlas
2019 - Physical Review Letters

44 Optimal errors and phase transitions in high-dimensional generalized linear models
Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová
2019 - Proceedings of the National Academy of Sciences of the United States of America

45 Classical Glasses, Black Holes, and Strange Quantum Liquids
Davide Facoetti, Giulio Biroli, Jorge Kurchan, David R. Reichman
2019 - Physical Review B

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Publications

Statistical physics