Random geometric graphs in high dimension V Erba, S Ariosto, M Gherardi, P Rotondo Physical Review E 102 (1), 012306, 2020 | 16 | 2020 |

Statistical mechanics of deep learning beyond the infinite-width limit S Ariosto, R Pacelli, M Pastore, F Ginelli, M Gherardi, P Rotondo arXiv preprint arXiv:2209.04882, 2022 | 11 | 2022 |

Universal mean-field upper bound for the generalization gap of deep neural networks S Ariosto, R Pacelli, F Ginelli, M Gherardi, P Rotondo Physical Review E 105 (6), 064309, 2022 | 1 | 2022 |

Replica mean field theory for the generalisation gap of deep neural networks S Ariosto, R Pacelli, F Ginelli, M Gherardi, P Rotondo arXiv preprint arXiv:2201.11022, 2022 | 1* | 2022 |