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Machine learning quantum dynamics

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Publications

Signatures of quantum phase transitions after quenches in quantum chaotic one-dimensional systems

Author(s): Haldar, Asmi; Mallayya, Krishnanand; Heyl, Markus; Pollmann, Frank; Rigol, Marcos; Das, Arnab
Published in: 2020
Publisher: arXiv

Finite-temperature critical behavior of long-range quantum Ising models

Author(s): E. Gonzalez-Lazo, M. Heyl, M. Dalmonte, A. Angelone
Published in: 2021
Publisher: arXiv

Quantum entanglement recognition

Author(s): Khoo, Jun Yong; Heyl, Markus
Published in: 2020
Publisher: arXiv

Fate of Algebraic Many-Body Localization under driving

Author(s): Heiko Burau, Markus Heyl, Giuseppe De Tomasi
Published in: 2021
Publisher: arXiv

Quantum phase transition dynamics in the two-dimensional transverse-field Ising model

Author(s): Markus Schmitt, Marek M. Rams, Jacek Dziarmaga, Markus Heyl, Wojciech H. Zurek
Published in: 2021
Publisher: arXiv

Long-range Ising chains: eigenstate thermalization and symmetry breaking of excited states

Author(s): Russomanno, Angelo; Fava, Michele; Heyl, Markus
Published in: 2020
Publisher: arXiv

Quantum Chaos and Trotterisation Thresholds in Digital Quantum Simulations

Author(s): Cahit Kargi, Juan Pablo Dehollain, Fabio Henriques, Lukas M. Sieberer, Tobias Olsacher, Philipp Hauke, Markus Heyl, Peter Zoller, Nathan K. Langford
Published in: 2021
Publisher: arXiv
DOI: 10.48550/arxiv.2110.11113

Saturating the quantum Cram\'er-Rao bound and measuring the related quantum Fisher information in a nitrogen-vacancy center in diamond

Author(s): Liu, Yu; Yu, Min; Yang, Pengcheng; Gong, Musang; Cao, Qingyun; Zhang, Shaoliang; Liu, Haibin; Heyl, Markus; Ozawa, Tomoki; Goldman, Nathan; Cai, Jianming
Published in: 2020
Publisher: arXiv

Local measures of dynamical quantum phase transitions

Author(s): Halimeh, Jad C.; Trapin, Daniele; Van Damme, Maarten; Heyl, Markus
Published in: 2020
Publisher: arXiv

Subdiffusive dynamics and critical quantum correlations in a disorder-free localized Kitaev honeycomb model out of equilibrium

Author(s): Zhu, Guo-Yi; Heyl, Markus
Published in: 2020
Publisher: arXiv

Disorder-free localization transition in a two-dimensional lattice gauge theory

Author(s): Nilotpal Chakraborty, Markus Heyl, Petr Karpov, Roderich Moessner
Published in: 2022
Publisher: arXiv
DOI: 10.48550/arxiv.2203.06198

Unconventional critical exponents at dynamical quantum phase transitions in a random Ising chain

Author(s): Trapin, Daniele; Halimeh, Jad C.; Heyl, Markus
Published in: 2020
Publisher: arXiv

Real-time dynamics of 1D and 2D bosonic quantum matter deep in the many-body localized phase

Author(s): Sun Woo Kim, Giuseppe De Tomasi, Markus Heyl
Published in: 2021
Publisher: arXiv

Reinforcement Learning for Digital Quantum Simulation

Author(s): Bolens, Adrien; Heyl, Markus
Published in: 2020
Publisher: arXiv

Real-time dynamics of one-dimensional and two-dimensional bosonic quantum matter deep in the many-body localized phase

Author(s): Sun Woo Kim; Giuseppe De Tomasi; Markus Heyl
Published in: Physical Review B, 1, 2021, ISSN 1098-0121
Publisher: American Physical Society
DOI: 10.1103/physrevb.104.144205

Quantum Many-Body Dynamics in Two Dimensions with Artificial Neural Networks

Author(s): Markus Schmitt, Markus Heyl
Published in: Physical Review Letters, 125/10, 2020, Page(s) 100503, ISSN 0031-9007
Publisher: American Physical Society
DOI: 10.1103/physrevlett.125.100503

Local measures of dynamical quantum phase transitions

Author(s): Jad C. Halimeh; Daniele Trapin; Maarten Van Damme; Markus Heyl
Published in: Physica Review B, 2021, ISSN 1098-0121
Publisher: American Physical Society
DOI: 10.1103/physrevb.104.075130

Geometrical quench and dynamical quantum phase transition in the α − T 3 lattice

Author(s): Balázs Gulácsi, Markus Heyl, Balázs Dóra
Published in: Physical Review B, 101/20, 2020, Page(s) 043036, ISSN 2469-9950
Publisher: American Physical Society
DOI: 10.1103/physrevb.101.205135

Reinforcement Learning for Digital Quantum Simulation.

Author(s): Adrien Bolens; Markus Heyl
Published in: Physical Review Letters, 1, 2021, ISSN 0031-9007
Publisher: American Physical Society
DOI: 10.1103/physrevlett.127.110502

Quantum chaos and ensemble inequivalence of quantum long-range Ising chains

Author(s): Angelo Russomanno; Michele Fava; Markus Heyl
Published in: Physical Review B, 1, 2021, ISSN 1098-0121
Publisher: American Physical Society
DOI: 10.1103/physrevb.104.094309

Variational classical networks for dynamics in interacting quantum matter

Author(s): Roberto Verdel, Markus Schmitt, Yi-Ping Huang, Petr Karpov, Markus Heyl
Published in: Physical Review B, 103/16, 2021, Page(s) 165103, ISSN 2469-9950
Publisher: American Physical Society
DOI: 10.1103/physrevb.103.165103

Subdiffusive dynamics and critical quantum correlations in a disorder-free localized Kitaev honeycomb model out of equilibrium

Author(s): Guo-Yi Zhu; Markus Heyl
Published in: Physical Review Research, 1, 2021, ISSN 2643-1564
Publisher: American Physical Society
DOI: 10.1103/physrevresearch.3.l032069

Signatures of quantum phase transitions after quenches in quantum chaotic one-dimensional systems

Author(s): Asmi Haldar; Asmi Haldar; Krishnanand Mallayya; Krishnanand Mallayya; Markus Heyl; Frank Pollmann; Marcos Rigol; Arnab Das
Published in: Physical Review X, 2021, ISSN 2160-3308
Publisher: American Physical Society
DOI: 10.1103/physrevx.11.031062

Unitary Long-Time Evolution with Quantum Renormalization Groups and Artificial Neural Networks

Author(s): Heiko Burau, Markus Heyl
Published in: Physical Review Letters, 127/5, 2021, Page(s) 050601, ISSN 0031-9007
Publisher: American Physical Society
DOI: 10.1103/physrevlett.127.050601

Non-Hermitian Kibble-Zurek Mechanism with Tunable Complexity in Single-Photon Interferometry

Author(s): Lei Xiao, Dengke Qu, Kunkun Wang, Hao-Wei Li, Jin-Yu Dai, Balázs Dóra, Markus Heyl, Roderich Moessner, Wei Yi, Peng Xue
Published in: PRX Quantum, 2/2, 2021, Page(s) 020313, ISSN 2691-3399
Publisher: American Physical Society
DOI: 10.1103/prxquantum.2.020313

Quantum entanglement recognition

Author(s): Jun Yong Khoo; Jun Yong Khoo; Markus Heyl
Published in: Physical Review Research, 1, 2021, ISSN 2643-1564
Publisher: American Physical Society
DOI: 10.1103/physrevresearch.3.033135

Discrete truncated Wigner approach to dynamical phase transitions in Ising models after a quantum quench

Author(s): Reyhaneh Khasseh, Angelo Russomanno, Markus Schmitt, Markus Heyl, Rosario Fazio
Published in: Physical Review B, 102/1, 2020, Page(s) 014303, ISSN 2469-9950
Publisher: American Physical Society
DOI: 10.1103/physrevb.102.014303

Quantum Fisher information measurement and verification of the quantum Cramér–Rao bound in a solid-state qubit

Author(s): Min Yu, Yu Liu, Pengcheng Yang, Musang Gong, Qingyun Cao, Shaoliang Zhang, Haibin Liu, Markus Heyl, Tomoki Ozawa, Nathan Goldman & Jianming Cai
Published in: npj Quantum Information, 8, 2022, Page(s) 56, ISSN 2056-6387
Publisher: Nature Publishing Group
DOI: 10.1038/s41534-022-00547-x

Spatiotemporal heterogeneity of entanglement in many-body localized systems

Author(s): Claudia Artiaco, Federico Balducci, Markus Heyl, Angelo Russomanno, Antonello Scardicchio
Published in: Physical Review B, 105, 2022, Page(s) 184202, ISSN 2469-9950
Publisher: American Physical Society
DOI: 10.48550/arxiv.2108.05594

Unconventional critical exponents at dynamical quantum phase transitions in a random Ising chain

Author(s): Daniele Trapin; Jad C. Halimeh; Markus Heyl
Published in: Physical Review B, 2021, ISSN 1098-0121
Publisher: American Physical Society
DOI: 10.1103/physrevb.104.115159

Finite-temperature critical behavior of long-range quantum Ising models

Author(s): Eduardo Gonzalez Lazo; Eduardo Gonzalez Lazo; Markus Heyl; Marcello Dalmonte; Marcello Dalmonte; Adriano Angelone; Adriano Angelone; Adriano Angelone
Published in: SciPost Physics Core, 5, 2021, ISSN 2542-4653
Publisher: Scipost
DOI: 10.21468/scipostphys.11.4.076

Disorder-Free Localization in an Interacting 2D Lattice Gauge Theory

Author(s): P. Karpov, R. Verdel, Y.-P. Huang, M. Schmitt, M. Heyl
Published in: Physical Review Letters, 126/13, 2021, Page(s) 130401, ISSN 0031-9007
Publisher: American Physical Society
DOI: 10.1103/physrevlett.126.130401

Real-time dynamics of string breaking in quantum spin chains

Author(s): Roberto Verdel, Fangli Liu, Seth Whitsitt, Alexey V. Gorshkov, Markus Heyl
Published in: Physical Review B, 102/1, 2020, Page(s) 014308, ISSN 2469-9950
Publisher: American Physical Society
DOI: 10.1103/physrevb.102.014308

Fate of Algebraic Many-Body Localization under driving

Author(s): Heiko Burau; Markus Heyl; Giuseppe De Tomasi
Published in: Physical Review B, 2021, ISSN 1098-0121
Publisher: American Physical Society
DOI: 10.1103/physrevb.104.224201

Spatiotemporal dynamics of particle collisions in quantum spin chains

Author(s): Karpov, P. I.; Zhu, G. -Y.; Heller, M. P.; Heyl, M.
Published in: Physical Review Research, 4, 2020, Page(s) L032001, ISSN 2643-1564
Publisher: American Physical Society
DOI: 10.1103/physrevresearch.4.l032001

Nonlinear entanglement growth in inhomogeneous space-times

Author(s): Arkadiusz Kosior, Markus Heyl
Published in: Physical Review Research, 2/4, 2020, Page(s) 043036, ISSN 2643-1564
Publisher: American Physical Society
DOI: 10.1103/physrevresearch.2.043036