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Dominic C. Rose
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Metastability in an open quantum Ising model
DC Rose, K Macieszczak, I Lesanovsky, JP Garrahan
Physical Review E 94 (5), 052132, 2016
632016
Spectral properties of simple classical and quantum reset processes
DC Rose, H Touchette, I Lesanovsky, JP Garrahan
Physical Review E 98 (2), 022129, 2018
592018
A reinforcement learning approach to rare trajectory sampling
DC Rose, JF Mair, JP Garrahan
New Journal of Physics 23, 013013, 2021
582021
Reinforcement learning of rare diffusive dynamics
A Das, DC Rose, JP Garrahan, DT Limmer
The Journal of Chemical Physics 155 (13), 134105, 2021
362021
Theory of classical metastability in open quantum systems
K Macieszczak, DC Rose, I Lesanovsky, JP Garrahan
Physical Review Research 3 (3), 033047, 2021
352021
Random matrix theory for quantum and classical metastability in local Liouvillians
JL Li, DC Rose, JP Garrahan, DJ Luitz
Physical Review B 105 (18), L180201, 2022
92022
Hierarchical classical metastability in an open quantum East model
DC Rose, K Macieszczak, I Lesanovsky, JP Garrahan
Physical Review E 105 (4), 044121, 2022
72022
Quantum jump Monte Carlo approach simplified: Abelian symmetries
K Macieszczak, DC Rose
Physical Review A 103 (4), 042204, 2021
62021
Phase transitions in electron spin resonance under continuous microwave driving
A Karabanov, DC Rose, W Köckenberger, JP Garrahan, I Lesanovsky
Physical review letters 119 (15), 150402, 2017
42017
A Tensor Network Approach to Finite Markov Decision Processes
E Gillman, DC Rose, JP Garrahan
arXiv preprint arXiv:2002.05185, 2020
32020
Training neural network ensembles via trajectory sampling
JF Mair, DC Rose, JP Garrahan
arXiv preprint arXiv:2209.11116, 2022
22022
Operator-space fragmentation and integrability in Lindblad open quantum systems
C Turner, D Paszko, D Rose, A Pal
Bulletin of the American Physical Society, 2024
2024
Edge modes and symmetry-protected topological states in open quantum systems
D Paszko, DC Rose, MH Szymańska, A Pal
arXiv preprint arXiv:2310.09406, 2023
2023
Entanglement and localization in long-range quadratic Lindbladians
A Cros Carrillo de Albornoz, DC Rose, A Pal
arXiv e-prints, arXiv: 2303.07070, 2023
2023
Reinforcement Learning with Tensor Networks: Application to Dynamical Large Deviations
E Gillman, DC Rose, JP Garrahan
arXiv preprint arXiv:2209.14089, 2022
2022
Metastability, resets and large deviations in open quantum systems
DC Rose
University of Nottingham, 2019
2019
Combining Reinforcement Learning and Tensor Networks, with an Application to Dynamical Large Deviations
E Gillman, DC Rose, JP Garrahan
Physical Review Letters, 0
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