Efficient Estimation of Trainability for Variational Quantum Circuits
Heyraud, Valentin, Li, Zejian, Donatella, Kaelan, Le Boité, Alexandre, Ciuti, Cristiano
Published in PRX quantum (01.12.2023)
Published in PRX quantum (01.12.2023)
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Journal Article
Entanglement dynamics in dissipative photonic Mott insulators
Donatella, Kaelan, Biella, Alberto, Le Boité, Alexandre, Ciuti, Cristiano
Published in Physical review research (01.11.2020)
Published in Physical review research (01.11.2020)
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Journal Article
Efficient estimation of trainability for variational quantum circuits
Heyraud, Valentin, Li, Zejian, Kaelan Donatella, Alexandre Le Boité, Ciuti, Cristiano
Published in arXiv.org (07.09.2023)
Published in arXiv.org (07.09.2023)
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Journal Article
Dynamics with autoregressive neural quantum states: application to critical quench dynamics
Kaelan Donatella, Zakari Denis, Alexandre Le Boité, Ciuti, Cristiano
Published in arXiv.org (22.08.2023)
Published in arXiv.org (22.08.2023)
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Journal Article
Machine learning via relativity-inspired quantum dynamics
Li, Zejian, Heyraud, Valentin, Kaelan Donatella, Zakari Denis, Ciuti, Cristiano
Published in arXiv.org (16.05.2022)
Published in arXiv.org (16.05.2022)
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Journal Article
Continuous-time dynamics and error scaling of noisy highly-entangling quantum circuits
Kaelan Donatella, Zakari Denis, Alexandre Le Boité, Ciuti, Cristiano
Published in arXiv.org (06.12.2021)
Published in arXiv.org (06.12.2021)
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Journal Article
Entanglement dynamics in dissipative photonic Mott insulators
Kaelan Donatella, Biella, Alberto, Alexandre Le Boité, Ciuti, Cristiano
Published in arXiv.org (27.04.2020)
Published in arXiv.org (27.04.2020)
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Journal Article
Thermodynamic linear algebra
Aifer, Maxwell, Donatella, Kaelan, Gordon, Max Hunter, Duffield, Samuel, Ahle, Thomas, Simpson, Daniel, Crooks, Gavin, Coles, Patrick J.
Published in npj Unconventional Computing (05.11.2024)
Published in npj Unconventional Computing (05.11.2024)
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Journal Article
Scalable Bayesian Learning with posteriors
Duffield, Samuel, Donatella, Kaelan, Chiu, Johnathan, Klett, Phoebe, Simpson, Daniel
Year of Publication 31.05.2024
Year of Publication 31.05.2024
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Journal Article
Thermodynamic Natural Gradient Descent
Donatella, Kaelan, Duffield, Samuel, Aifer, Maxwell, Melanson, Denis, Crooks, Gavin, Coles, Patrick J
Year of Publication 22.05.2024
Year of Publication 22.05.2024
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Journal Article
Error Mitigation for Thermodynamic Computing
Aifer, Maxwell, Melanson, Denis, Donatella, Kaelan, Crooks, Gavin, Ahle, Thomas, Coles, Patrick J
Year of Publication 29.01.2024
Year of Publication 29.01.2024
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Journal Article
Thermodynamic Bayesian Inference
Aifer, Maxwell, Duffield, Samuel, Donatella, Kaelan, Melanson, Denis, Klett, Phoebe, Belateche, Zach, Crooks, Gavin, Martinez, Antonio J, Coles, Patrick J
Year of Publication 02.10.2024
Year of Publication 02.10.2024
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Journal Article
Exploiting Inductive Biases in Video Modeling through Neural CDEs
Chiu, Johnathan, Duffield, Samuel, Hunter-Gordon, Max, Donatella, Kaelan, Aifer, Max, Gu, Andi
Year of Publication 08.11.2023
Year of Publication 08.11.2023
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Journal Article
Thermodynamic AI and the fluctuation frontier
Coles, Patrick J, Szczepanski, Collin, Melanson, Denis, Donatella, Kaelan, Martinez, Antonio J, Sbahi, Faris
Year of Publication 09.02.2023
Year of Publication 09.02.2023
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Journal Article
Thermodynamic Linear Algebra
Aifer, Maxwell, Donatella, Kaelan, Gordon, Max Hunter, Duffield, Samuel, Ahle, Thomas, Simpson, Daniel, Crooks, Gavin E, Coles, Patrick J
Year of Publication 10.08.2023
Year of Publication 10.08.2023
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Journal Article
Thermodynamic Computing System for AI Applications
Melanson, Denis, Khater, Mohammad Abu, Aifer, Maxwell, Donatella, Kaelan, Gordon, Max Hunter, Ahle, Thomas, Crooks, Gavin, Martinez, Antonio J, Sbahi, Faris, Coles, Patrick J
Year of Publication 08.12.2023
Year of Publication 08.12.2023
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Journal Article
Scalable Bayesian Learning with posteriors
Duffield, Samuel, Kaelan Donatella, Chiu, Johnathan, Klett, Phoebe, Simpson, Daniel
Published in arXiv.org (31.05.2024)
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Published in arXiv.org (31.05.2024)
Paper
Thermodynamic Natural Gradient Descent
Kaelan Donatella, Duffield, Samuel, Maxwell Aifer, Melanson, Denis, Crooks, Gavin, Coles, Patrick J
Published in arXiv.org (22.05.2024)
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Published in arXiv.org (22.05.2024)
Paper
Error Mitigation for Thermodynamic Computing
Maxwell Aifer, Melanson, Denis, Kaelan Donatella, Crooks, Gavin, Ahle, Thomas, Coles, Patrick J
Published in arXiv.org (29.01.2024)
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Published in arXiv.org (29.01.2024)
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