| Modern applications of machine learning in quantum sciences A Dawid, J Arnold, B Requena, A Gresch, M Płodzień, K Donatella, ... arXiv preprint arXiv:2204.04198, 2022 | 75* | 2022 |
| Dynamics with autoregressive neural quantum states: Application to critical quench dynamics K Donatella, Z Denis, A Le Boité, C Ciuti Physical Review A 108 (2), 022210, 2023 | 27* | 2023 |
| Thermodynamic AI and the fluctuation frontier PJ Coles, C Szczepanski, D Melanson, K Donatella, AJ Martinez, F Sbahi 2023 IEEE International Conference on Rebooting Computing (ICRC), 1-10, 2023 | 16* | 2023 |
| Continuous-time dynamics and error scaling of noisy highly entangling quantum circuits K Donatella, Z Denis, A Le Boité, C Ciuti Physical Review A 104 (6), 062407, 2021 | 13 | 2021 |
| Efficient estimation of trainability for variational quantum circuits V Heyraud, Z Li, K Donatella, A Le Boité, C Ciuti PRX Quantum 4 (4), 040335, 2023 | 8 | 2023 |
| Thermodynamic linear algebra M Aifer, K Donatella, MH Gordon, S Duffield, T Ahle, D Simpson, ... arXiv preprint arXiv:2308.05660, 2023 | 7 | 2023 |
| Machine learning via relativity-inspired quantum dynamics Z Li, V Heyraud, K Donatella, Z Denis, C Ciuti Physical Review A 106 (3), 032413, 2022 | 4 | 2022 |
| Entanglement dynamics in dissipative photonic Mott insulators K Donatella, A Biella, A Le Boité, C Ciuti Physical Review Research 2 (4), 043232, 2020 | 4 | 2020 |
| Thermodynamic computing system for AI applications D Melanson, MA Khater, M Aifer, K Donatella, MH Gordon, T Ahle, ... arXiv preprint arXiv:2312.04836, 2023 | 3 | 2023 |
| Error Mitigation for Thermodynamic Computing M Aifer, D Melanson, K Donatella, G Crooks, T Ahle, PJ Coles arXiv preprint arXiv:2401.16231, 2024 | 1 | 2024 |
| Exploiting Inductive Biases in Video Modeling through Neural CDEs J Chiu, S Duffield, M Hunter-Gordon, K Donatella, M Aifer, A Gu arXiv preprint arXiv:2311.04986, 2023 | 1 | 2023 |
| Scalable Bayesian Learning with posteriors S Duffield, K Donatella, J Chiu, P Klett, D Simpson arXiv preprint arXiv:2406.00104, 2024 | | 2024 |
| Thermodynamic Natural Gradient Descent K Donatella, S Duffield, M Aifer, D Melanson, G Crooks, PJ Coles arXiv preprint arXiv:2405.13817, 2024 | | 2024 |
| Nonequilibrium dynamics of closed and open quantum systems K Donatella Université Paris Cité, 2022 | | 2022 |
| Continuous-time dynamics of noisy quantum circuits with arbitrary neural-network ansätze K Donatella, Z Denis, A Le Boité, C Ciuti APS March Meeting Abstracts 2022, K40. 013, 2022 | | 2022 |
Cristiano CiutiProfessor of Physics, Université Paris Cité, CNRS, MPQ在 u-paris.fr 的电子邮件经过验证
