Publications

Below you find a list of my publications and preprints. For my Google Scholar profile click here. My arXiv preprints are listed here.
My dissertation is published here.

Preprints

Quantum phase transition dynamics in the two-dimensional transverse-field Ising model,
Markus Schmitt, Marek M. Rams, Jacek Dziarmaga, Markus Heyl, and Wojciech H. Zurek, arXiv:2106.09046

Time-dependent variational principle for open quantum systems with artificial neural networks,
Moritz Reh, Markus Schmitt, and Martin Gärttner, arXiv:2104.00013

From observations to complexity of quantum states via unsupervised learning,
Markus Schmitt, Zala Lenarčič, arXiv:2102.11328

Publications

2021

Learning the ground state of a non-stoquastic quantum Hamiltonian in a rugged neural network landscape,
Marin Bukov, Markus Schmitt, Maxime Dupont, SciPost Phys. 10, 147 (2021), arXiv:2011.11214

Variational classical networks for dynamics in interacting quantum matter,
Roberto Verdel, Markus Schmitt, Yi-Ping Huang, Petr Karpov, Markus Heyl, Phys. Rev. B 103, 165103 (2021), arXiv:2007.16084

Disorder-free localization in an interacting two-dimensional lattice gauge theory,
P. Karpov, R. Verdel, Y.-P. Huang, M. Schmitt, M. Heyl, Phys. Rev. Lett. 126, 130401 (2021), arXiv:2003.04901

2020

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, Phys. Rev. B 102, 014303 (2020), arXiv:2004.09812

Quantum many-body dynamics in two dimensions with artificial neural networks,
Markus Schmitt and Markus Heyl, Phys. Rev. Lett. 125, 100503 (2020), arXiv:1912.08828

2019

Measuring complex partition function zeroes of Ising models in quantum simulators,
Abijith Krishnan, Markus Schmitt, Roderich Moessner, Markus Heyl, Phys. Rev. A 100, 022125 (2019), arXiv:1902.07155

Tripartite information, scrambling, and the role of Hilbert space partitioning in quantum lattice models,
Oskar Schnaack, Niklas Bölter, Sebastian Paeckel, Salvatore R. Manmana, Stefan Kehrein, Markus Schmitt, Phys. Rev. B 100, 224302 (2019), arXiv:1808.05646

Semiclassical echo dynamics in the Sachdev-Ye-Kitaev model,
Markus Schmitt, Dries Sels, Stefan Kehrein, and Anatoli Polkovnikov, Phys. Rev. B 99, 134301 (2019), arXiv:1802.06796

2018

Irreversible dynamics in quantum many-body systems,
Markus Schmitt and Stefan Kehrein, Phys. Rev. B 98, 180301(R) (2018) [Editors' suggestion], arXiv:1711.00015

Quantum dynamics in transverse-field Ising models from classical networks,
Markus Schmitt and Markus Heyl, SciPost Phys. 4, 013 (2018), arXiv:1707.06656

2017

Universal non-analytic behavior of the non-equilibrium Hall conductance in Floquet topological insulators,
Markus Schmitt and Pei Wang, Phys. Rev. B 96, 054306 (2017), arXiv:1703.01113

2016

Effective time reversal and echo dynamics in the transverse field Ising model,
Markus Schmitt and Stefan Kehrein, EPL 115, 50001 (2016), arXiv:1607.02272

Universal nonanalytic behavior of the Hall conductance in a Chern insulator at the topologically driven nonequilibrium phase transition,
Pei Wang, Markus Schmitt, and Stefan Kehrein, Phys. Rev. B 93, 085134 (2016), arXiv:1511.05255

2015

Dynamical Quantum Phase Transitions in the Kitaev Honeycomb Model,
Markus Schmitt and Stefan Kehrein, Phys. Rev. B 92, 075114 (2015), arXiv:1505.03401