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Kaelan Donatella
Kaelan Donatella
Normal Computing
Adresse e-mail validée de normalcomputing.ai
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Année
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
56*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
22*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
122021
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
72023
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
32023
Thermodynamic Linear Algebra
M Aifer, K Donatella, MH Gordon, T Ahle, D Simpson, GE Crooks, ...
arXiv preprint arXiv:2308.05660, 2023
32023
Machine learning via relativity-inspired quantum dynamics
Z Li, V Heyraud, K Donatella, Z Denis, C Ciuti
Physical Review A 106 (3), 032413, 2022
32022
Entanglement dynamics in dissipative photonic Mott insulators
K Donatella, A Biella, A Le Boité, C Ciuti
Physical Review Research 2 (4), 043232, 2020
32020
Thermodynamic Computing System for AI Applications
D Melanson, MA Khater, M Aifer, K Donatella, MH Gordon, T Ahle, ...
arXiv preprint arXiv:2312.04836, 2023
22023
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
12023
Error Mitigation for Thermodynamic Computing
M Aifer, D Melanson, K Donatella, G Crooks, T Ahle, PJ Coles
arXiv preprint arXiv:2401.16231, 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
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