Group-invariant quantum machine learning M Larocca, F Sauvage, FM Sbahi, G Verdon, PJ Coles, M Cerezo PRX Quantum 3 (3), 030341, 2022 | 109 | 2022 |

Theory for equivariant quantum neural networks QT Nguyen, L Schatzki, P Braccia, M Ragone, PJ Coles, F Sauvage, ... PRX Quantum 5 (2), 020328, 2024 | 68 | 2024 |

Representation theory for geometric quantum machine learning M Ragone, P Braccia, QT Nguyen, L Schatzki, PJ Coles, F Sauvage, ... arXiv preprint arXiv:2210.07980, 2022 | 62 | 2022 |

A Unified Theory of Barren Plateaus for Deep Parametrized Quantum Circuits M Ragone, BN Bakalov, F Sauvage, AF Kemper, CO Marrero, M Larocca, ... arXiv preprint arXiv:2309.09342, 2023 | 54 | 2023 |

Theoretical guarantees for permutation-equivariant quantum neural networks L Schatzki, M Larocca, QT Nguyen, F Sauvage, M Cerezo npj Quantum Information 10 (1), 12, 2024 | 51 | 2024 |

Building spatial symmetries into parameterized quantum circuits for faster training F Sauvage, M Larocca, PJ Coles, M Cerezo Quantum Science and Technology 9 (1), 015029, 2024 | 34 | 2024 |

Optimal quantum control with poor statistics F Sauvage, F Mintert PRX Quantum 1 (2), 020322, 2020 | 32 | 2020 |

Variational quantum algorithm with information sharing CN Self, KE Khosla, AWR Smith, F Sauvage, PD Haynes, J Knolle, ... npj Quantum Information 7 (1), 1-7, 2021 | 27 | 2021 |

Phase diagram and optimal control for n-tupling discrete time crystal A Kuroś, R Mukherjee, W Golletz, F Sauvage, K Giergiel, F Mintert, ... New Journal of Physics 22 (9), 095001, 2020 | 26 | 2020 |

Optimal control of families of quantum gates F Sauvage, F Mintert Physical Review Letters 129 (5), 050507, 2022 | 22 | 2022 |

Preparation of ordered states in ultra-cold gases using bayesian optimization R Mukherjee, F Sauvage, H Xie, R Löw, F Mintert New Journal of Physics 22 (7), 075001, 2020 | 22 | 2020 |

FLIP: A flexible initializer for arbitrarily-sized parametrized quantum circuits F Sauvage, S Sim, AA Kunitsa, WA Simon, M Mauri, A Perdomo-Ortiz arXiv preprint arXiv:2103.08572, 2021 | 17 | 2021 |

Lie-algebraic classical simulations for variational quantum computing ML Goh, M Larocca, L Cincio, M Cerezo, F Sauvage arXiv preprint arXiv:2308.01432, 2023 | 16 | 2023 |

Inference-Based Quantum Sensing CH Alderete, MH Gordon, F Sauvage, A Sone, AT Sornborger, PJ Coles, ... Physical Review Letters 129 (19), 190501, 2022 | 14 | 2022 |

Efficient assessment of process fidelity S Greenaway, F Sauvage, KE Khosla, F Mintert Physical Review Research 3 (3), 033031, 2021 | 9 | 2021 |

Diabatic quantum annealing for the frustrated ring model J Côté, F Sauvage, M Larocca, M Jonsson, L Cincio, T Albash Quantum Science and Technology 8 (4), 045033, 2023 | 6 | 2023 |

Optimal non-classical correlations of light with a levitated nano-sphere A Pitchford, AA Rakhubovsky, R Mukherjee, DW Moore, F Sauvage, ... arXiv preprint arXiv:2006.15050, 2020 | 2 | 2020 |

Flip: A flexible initializer for arbitrarily-sized parametrized quantum circuits (2021) F Sauvage, S Sim, AA Kunitsa, WA Simon, M Mauri, A Perdomo-Ortiz arXiv preprint arXiv:2103.08572, 0 | 2 | |

Optimizing Quantum Dynamics in the Age of Machine Learning F Sauvage Imperial College London, 2021 | 1 | 2021 |