Quantum many-body dynamics in two dimensions with artificial neural networks M Schmitt, M Heyl Physical Review Letters 125 (10), 100503, 2020 | 173 | 2020 |
Dynamical quantum phase transitions in the Kitaev honeycomb model M Schmitt, S Kehrein Physical Review B 92 (7), 075114, 2015 | 129 | 2015 |
Disorder-free localization in an interacting 2D lattice gauge theory P Karpov, R Verdel, YP Huang, M Schmitt, M Heyl Physical Review Letters 126 (13), 130401, 2021 | 72 | 2021 |
Time-dependent variational principle for open quantum systems with artificial neural networks M Reh, M Schmitt, M Gärttner Physical Review Letters 127 (23), 230501, 2021 | 60 | 2021 |
Learning the ground state of a non-stoquastic quantum Hamiltonian in a rugged neural network landscape M Bukov, M Schmitt, M Dupont SciPost Physics 10 (6), 147, 2021 | 60 | 2021 |
Quantum dynamics in transverse-field Ising models from classical networks M Schmitt, M Heyl SciPost Physics 4 (2), 013, 2018 | 56 | 2018 |
Quantum phase transition dynamics in the two-dimensional transverse-field Ising model M Schmitt, MM Rams, J Dziarmaga, M Heyl, WH Zurek Science Advances 8 (37), eabl6850, 2022 | 48 | 2022 |
Semiclassical echo dynamics in the Sachdev-Ye-Kitaev model M Schmitt, D Sels, S Kehrein, A Polkovnikov Physical Review B 99 (13), 134301, 2019 | 45 | 2019 |
Universal nonanalytic behavior of the Hall conductance in a Chern insulator at the topologically driven nonequilibrium phase transition P Wang, M Schmitt, S Kehrein Physical Review B 93 (8), 085134, 2016 | 39 | 2016 |
Tripartite information, scrambling, and the role of Hilbert space partitioning in quantum lattice models O Schnaack, N Bölter, S Paeckel, SR Manmana, S Kehrein, M Schmitt Physical Review B 100 (22), 224302, 2019 | 38 | 2019 |
Optimizing design choices for neural quantum states M Reh, M Schmitt, M Gärttner Physical Review B 107 (19), 195115, 2023 | 28 | 2023 |
Discrete truncated Wigner approach to dynamical phase transitions in Ising models after a quantum quench R Khasseh, A Russomanno, M Schmitt, M Heyl, R Fazio Physical Review B 102 (1), 014303, 2020 | 26 | 2020 |
Irreversible dynamics in quantum many-body systems M Schmitt, S Kehrein Physical Review B 98 (18), 180301, 2018 | 22 | 2018 |
Measuring complex-partition-function zeros of Ising models in quantum simulators A Krishnan, M Schmitt, R Moessner, M Heyl Physical Review A 100 (2), 022125, 2019 | 20 | 2019 |
From observations to complexity of quantum states via unsupervised learning M Schmitt, Z Lenarčič Physical Review B 106 (4), L041110, 2022 | 15 | 2022 |
Variational classical networks for dynamics in interacting quantum matter R Verdel, M Schmitt, YP Huang, P Karpov, M Heyl Physical Review B 103 (16), 165103, 2021 | 15 | 2021 |
Effective time reversal and echo dynamics in the transverse field Ising model M Schmitt, S Kehrein Europhysics Letters 115 (5), 50001, 2016 | 15 | 2016 |
Wave-Function Network Description and Kolmogorov Complexity of Quantum Many-Body Systems T Mendes-Santos, M Schmitt, A Angelone, A Rodriguez, P Scholl, ... Physical Review X 14 (2), 021029, 2024 | 12 | 2024 |
Highly resolved spectral functions of two-dimensional systems with neural quantum states T Mendes-Santos, M Schmitt, M Heyl Physical Review Letters 131 (4), 046501, 2023 | 12 | 2023 |
jVMC: Versatile and performant variational Monte Carlo leveraging automated differentiation and GPU acceleration M Schmitt, M Reh SciPost Physics Codebases, 002, 2022 | 11 | 2022 |