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Phase Transitions of Quantum Control

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Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits

Author(s): Jiahao Yao, Haoya Li, Marin Bukov, Lin Lin, Lexing Ying
Published in: 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2203.16707

Verification of the Quantum Jarzynski Equality on Digital Quantum Computers

Author(s): Dominik Hahn, Maxime Dupont, Markus Schmitt, David J. Luitz, Marin Bukov
Published in: 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2207.14313

Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks

Author(s): Friederike Metz, Marin Bukov
Published in: 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2201.11790

Observation of a long-lived prethermal discrete time crystal created by two-frequency driving

Author(s): William Beatrez, Christoph Fleckenstein, Arjun Pillai, Erica Sanchez, Amala Akkiraju, Jesus Alcala, Sophie Conti, Paul Reshetikhin, Emanuel Druga, Marin Bukov, Ashok Ajoy
Published in: 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2201.02162

Continuously tracked, stable, large excursion trajectories of dipolar coupled nuclear spins

Author(s): Ozgur Sahin, Hawraa Al Asadi, Paul Schindler, Arjun Pillai, Erica Sanchez, Matthew Markham, Mark Elo, Maxwell McAllister, Emanuel Druga, Christoph Fleckenstein, Marin Bukov, Ashok Ajoy
Published in: 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2206.14945

Noise-Robust End-to-End Quantum Control using Deep Autoregressive Policy Networks

Author(s): Yao, Jiahao; Köttering, Paul; Gundlach, Hans; Lin, Lin; Bukov, Marin
Published in: Proceedings of Machine Learning Research, 1, 2021
Publisher: Annual Conference on Mathematical and Scientific Machine Learning

Learning the ground state of a non-stoquastic quantum Hamiltonian in a rugged neural network landscape

Author(s): Marin Bukov, Markus Schmitt, Maxime Dupont
Published in: SciPost Physics, 10/6, 2021, ISSN 2542-4653
Publisher: SciPost
DOI: 10.21468/scipostphys.10.6.147