Pierfrancesco Urbani

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Francesco ZamponiSapienza Università di RomaVerified email at uniroma1.it
Giorgio ParisiProfessor of Theoretical Physics, Rome I University "La Sapienza"Verified email at roma1.infn.it
Silvio FranzProfessor of Statistical PhysicsVerified email at unisalento.it
Giulio BiroliProfessor of Theoretical Physics, ENS ParisVerified email at cea.fr
Lenka ZdeborováEPFL, SwitzerlandVerified email at epfl.ch
jorge kurchanLPENS, École Normale Supérieure, Paris.Verified email at ens.fr
Patrick CharbonneauDuke UniversityVerified email at duke.edu
Corrado RainoneResearch Engineer, Qualcomm AI ResearchVerified email at qti.qualcomm.com
Stefano SARAO MANNELLIAssistant Professor, DSAI CSE, Chalmers University of Technology and Gothenburg UniversityVerified email at chalmers.se
Antonio SclocchiResearcher, École Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Hajime YoshinoOsaka UniversityVerified email at osaka-u.ac.jp
Francesca MignaccoSimons Junior Fellow, Princeton University & City University of New YorkVerified email at princeton.edu
Hugo JacquinVerified email at recursor.net
Yuliang JinInstitute of Theoretical Physics, Chinese Academy of SciencesVerified email at mail.itp.ac.cn
Harukuni Ikeda学習院大学Verified email at gakushuin.ac.jp
Eran BouchbinderProfessor, Weizmann Institute of ScienceVerified email at weizmann.ac.il
Edan LernerUniversity of AmsterdamVerified email at uva.nl
Fabrizio AntenucciIPhT CEA SaclayVerified email at roma1.infn.it
Persia Jana KamaliPhD student at Università Commerciale Luigi BocconiVerified email at unibocconi.it
Elisabeth AgoritsasResearch Associate, at the Department of Quantum Matter Physics (DQMP) at the University of GenevaVerified email at unige.ch

Pierfrancesco Urbani

Université Paris-Saclay, CNRS, CEA, IPhT

Verified email at cea.fr - Homepage

statistical mechanics disordered systems glasses optimization learning


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Fractal free energy landscapes in structural glasses P Charbonneau, J Kurchan, G Parisi, P Urbani, F Zamponi Nature communications 5 (1), 3725, 2014	519	2014
Glass and jamming transitions: From exact results to finite-dimensional descriptions P Charbonneau, J Kurchan, G Parisi, P Urbani, F Zamponi Annual Review of Condensed Matter Physics 8 (1), 265-288, 2017	327	2017
Theory of simple glasses: exact solutions in infinite dimensions G Parisi, P Urbani, F Zamponi Cambridge University Press, 2020	267	2020
Universal spectrum of normal modes in low-temperature glasses S Franz, G Parisi, P Urbani, F Zamponi Proceedings of the National Academy of Sciences 112 (47), 14539-14544, 2015	197	2015
Exact theory of dense amorphous hard spheres in high dimension. II. The high density regime and the Gardner transition J Kurchan, G Parisi, P Urbani, F Zamponi The Journal of Physical Chemistry B 117 (42), 12979-12994, 2013	166	2013
Exact theory of dense amorphous hard spheres in high dimension. III. The full replica symmetry breaking solution P Charbonneau, J Kurchan, G Parisi, P Urbani, F Zamponi Journal of Statistical Mechanics: Theory and Experiment 2014 (10), P10009, 2014	146	2014
Universality of the SAT-UNSAT (jamming) threshold in non-convex continuous constraint satisfaction problems S Franz, G Parisi, M Sevelev, P Urbani, F Zamponi SciPost Phys. 2, 019 (2017), 2017	128	2017
Following the evolution of hard sphere glasses in infinite dimensions under external perturbations: Compression and shear strain C Rainone, P Urbani, H Yoshino, F Zamponi Physical review letters 114 (1), 015701, 2015	120	2015
Breakdown of elasticity in amorphous solids G Biroli, P Urbani Nature physics 12 (12), 1130-1133, 2016	106	2016
Dynamical mean-field theory for stochastic gradient descent in gaussian mixture classification F Mignacco, F Krzakala, P Urbani, L Zdeborová Advances in Neural Information Processing Systems 33, 9540-9550, 2020	97	2020
A stability-reversibility map unifies elasticity, plasticity, yielding, and jamming in hard sphere glasses Y Jin, P Urbani, F Zamponi, H Yoshino Science advances 4 (12), eaat6387, 2018	90	2018
Shear yielding and shear jamming of dense hard sphere glasses P Urbani, F Zamponi Physical review letters 118 (3), 038001, 2017	79	2017
Out-of-equilibrium dynamical mean-field equations for the perceptron model E Agoritsas, G Biroli, P Urbani, F Zamponi Journal of Physics A: Mathematical and Theoretical 51 (8), 085002, 2018	69	2018
Universality of jamming of nonspherical particles C Brito, H Ikeda, P Urbani, M Wyart, F Zamponi Proceedings of the National Academy of Sciences 115 (46), 11736-11741, 2018	68	2018
Marvels and pitfalls of the langevin algorithm in noisy high-dimensional inference S Sarao Mannelli, G Biroli, C Cammarota, F Krzakala, P Urbani, ... Physical Review X 10 (1), 011057, 2020	64	2020
Passed & spurious: Descent algorithms and local minima in spiked matrix-tensor models SS Mannelli, F Krzakala, P Urbani, L Zdeborova international conference on machine learning, 4333-4342, 2019	63	2019
Quantitative field theory of the glass transition S Franz, H Jacquin, G Parisi, P Urbani, F Zamponi Proceedings of the National Academy of Sciences 109 (46), 18725-18730, 2012	61	2012
Following the evolution of glassy states under external perturbations: the full replica symmetry breaking solution C Rainone, P Urbani Journal of Statistical Mechanics: Theory and Experiment 2016 (5), 053302, 2016	56	2016
The Gardner transition in finite dimensions P Urbani, G Biroli Phys. Rev. B 91 (100202(R)), 2015	52	2015
Jamming in multilayer supervised learning models S Franz, S Hwang, P Urbani Physical review letters 123 (16), 160602, 2019	50	2019

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