Direct-coupling analysis of residue coevolution captures native contacts across many protein families F Morcos, A Pagnani, B Lunt, A Bertolino, DS Marks, C Sander, ... Proceedings of the National Academy of Sciences 108 (49), E1293-E1301, 2011 | 1161 | 2011 |

Analytic and algorithmic solution of random satisfiability problems M Mézard, G Parisi, R Zecchina Science 297 (5582), 812-815, 2002 | 1130 | 2002 |

Protein 3D structure computed from evolutionary sequence variation DS Marks, LJ Colwell, R Sheridan, TA Hopf, A Pagnani, R Zecchina, ... PloS one 6 (12), e28766, 2011 | 1002 | 2011 |

Determining computational complexity from characteristic ‘phase transitions’ R Monasson, R Zecchina, S Kirkpatrick, B Selman, L Troyansky Nature 400 (6740), 133-137, 1999 | 959 | 1999 |

Survey propagation: An algorithm for satisfiability A Braunstein, M Mézard, R Zecchina Random Structures & Algorithms 27 (2), 201-226, 2005 | 592 | 2005 |

Random k-satisfiability problem: From an analytic solution to an efficient algorithm M Mézard, R Zecchina Physical Review E 66 (5), 056126, 2002 | 522 | 2002 |

Entropy-sgd: Biasing gradient descent into wide valleys P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ... Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124018, 2019 | 494 | 2019 |

Statistical mechanics of systems with heterogeneous agents: Minority games D Challet, M Marsili, R Zecchina Physical Review Letters 84 (8), 1824, 2000 | 336 | 2000 |

Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments U Ala, FA Karreth, C Bosia, A Pagnani, R Taulli, V Léopold, Y Tay, ... Proceedings of the National Academy of Sciences 110 (18), 7154-7159, 2013 | 293 | 2013 |

Statistical mechanics of the random K-satisfiability model R Monasson, R Zecchina Physical Review E 56 (2), 1357, 1997 | 288 | 1997 |

Two solutions to diluted p-spin models and XORSAT problems M Mézard, F Ricci-Tersenghi, R Zecchina Journal of Statistical Physics 111 (3), 505-533, 2003 | 261 | 2003 |

Ferromagnetic ordering in graphs with arbitrary degree distribution M Leone, A Vázquez, A Vespignani, R Zecchina The European Physical Journal B-Condensed Matter and Complex Systems 28 (2 …, 2002 | 241 | 2002 |

Threshold values of random *K*‐SAT from the cavity methodS Mertens, M Mézard, R Zecchina Random Structures & Algorithms 28 (3), 340-373, 2006 | 237 | 2006 |

Coloring random graphs R Mulet, A Pagnani, M Weigt, R Zecchina Physical review letters 89 (26), 268701, 2002 | 234 | 2002 |

Statistical mechanics methods and phase transitions in optimization problems OC Martin, R Monasson, R Zecchina Theoretical computer science 265 (1-2), 3-67, 2001 | 230 | 2001 |

Inverse statistical problems: from the inverse Ising problem to data science HC Nguyen, R Zecchina, J Berg Advances in Physics 66 (3), 197-261, 2017 | 218 | 2017 |

Clustering of solutions in the random satisfiability problem M Mézard, T Mora, R Zecchina Physical Review Letters 94 (19), 197205, 2005 | 189 | 2005 |

Entropy of the K-satisfiability problem R Monasson, R Zecchina Physical review letters 76 (21), 3881, 1996 | 185 | 1996 |

Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact M Marsili, D Challet, R Zecchina Physica A: Statistical Mechanics and its Applications 280 (3-4), 522-553, 2000 | 166 | 2000 |

Bayesian inference of epidemics on networks via belief propagation F Altarelli, A Braunstein, L Dall’Asta, A Lage-Castellanos, R Zecchina Physical review letters 112 (11), 118701, 2014 | 165 | 2014 |