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Markus Schmitt
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Quantum many-body dynamics in two dimensions with artificial neural networks
M Schmitt, M Heyl
Physical Review Letters 125 (10), 100503, 2020
1772020
Dynamical quantum phase transitions in the Kitaev honeycomb model
M Schmitt, S Kehrein
Physical Review B 92 (7), 075114, 2015
1322015
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
732021
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
612021
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
602021
Quantum dynamics in transverse-field Ising models from classical networks
M Schmitt, M Heyl
SciPost Physics 4 (2), 013, 2018
562018
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
482022
Semiclassical echo dynamics in the Sachdev-Ye-Kitaev model
M Schmitt, D Sels, S Kehrein, A Polkovnikov
Physical Review B 99 (13), 134301, 2019
452019
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
392016
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
382019
Optimizing design choices for neural quantum states
M Reh, M Schmitt, M Gärttner
Physical Review B 107 (19), 195115, 2023
292023
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
272020
Irreversible dynamics in quantum many-body systems
M Schmitt, S Kehrein
Physical Review B 98 (18), 180301, 2018
222018
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
202019
From observations to complexity of quantum states via unsupervised learning
M Schmitt, Z Lenarčič
Physical Review B 106 (4), L041110, 2022
152022
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
152021
Effective time reversal and echo dynamics in the transverse field Ising model
M Schmitt, S Kehrein
Europhysics Letters 115 (5), 50001, 2016
152016
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
132023
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
122024
jVMC: Versatile and performant variational Monte Carlo leveraging automated differentiation and GPU acceleration
M Schmitt, M Reh
SciPost Physics Codebases, 002, 2022
122022
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