Combining Reinforcement Learning and Tensor Networks, with an Application to Dynamical Large Deviations
Gillman, Edward, Rose, Dominic C, Garrahan, Juan P
Published in Physical review letters (10.05.2024)
Published in Physical review letters (10.05.2024)
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Journal Article
Spectral properties of simple classical and quantum reset processes
Rose, Dominic C, Touchette, Hugo, Lesanovsky, Igor, Garrahan, Juan P
Published in Physical review. E (01.08.2018)
Published in Physical review. E (01.08.2018)
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Journal Article
Theory of classical metastability in open quantum systems
Macieszczak, Katarzyna, Rose, Dominic C., Lesanovsky, Igor, Garrahan, Juan P.
Published in Physical review research (01.07.2021)
Published in Physical review research (01.07.2021)
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Journal Article
Metastability in an open quantum Ising model
Rose, Dominic C, Macieszczak, Katarzyna, Lesanovsky, Igor, Garrahan, Juan P
Published in Physical review. E (01.11.2016)
Published in Physical review. E (01.11.2016)
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Journal Article
Hierarchical classical metastability in an open quantum East model
Rose, Dominic C, Macieszczak, Katarzyna, Lesanovsky, Igor, Garrahan, Juan P
Published in Physical review. E (01.04.2022)
Published in Physical review. E (01.04.2022)
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Journal Article
Edge Modes and Symmetry-Protected Topological States in Open Quantum Systems
Paszko, Dawid, Rose, Dominic C., Szymańska, Marzena H., Pal, Arijeet
Published in PRX quantum (01.07.2024)
Published in PRX quantum (01.07.2024)
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Journal Article
Theory of classical metastability in open quantum systems
Macieszczak, Katarzyna, Rose, Dominic C, Lesanovsky, Igor, Garrahan, Juan P
Published in arXiv.org (19.07.2021)
Published in arXiv.org (19.07.2021)
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Journal Article
Hierarchical classical metastability in an open quantum East model
Rose, Dominic C, Macieszczak, Katarzyna, Lesanovsky, Igor, Garrahan, Juan P
Year of Publication 28.10.2020
Year of Publication 28.10.2020
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Journal Article
Reinforcement learning of rare diffusive dynamics
Das, Avishek, Rose, Dominic C, Garrahan, Juan P, Limmer, David T
Published in arXiv.org (11.08.2021)
Published in arXiv.org (11.08.2021)
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Journal Article