Theo dõi
Marin Bukov
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Universal high-frequency behavior of periodically driven systems: from dynamical stabilization to Floquet engineering
M Bukov, L D'Alessio, A Polkovnikov
Advances in Physics 64 (2), 139-226, 2015
13142015
A high-bias, low-variance introduction to machine learning for physicists
P Mehta, M Bukov, CH Wang, AGR Day, C Richardson, CK Fisher, ...
Physics reports 810, 1-124, 2019
12722019
Reinforcement learning in different phases of quantum control
M Bukov, AGR Day, D Sels, P Weinberg, A Polkovnikov, P Mehta
Physical Review X 8 (3), 031086, 2018
4782018
QuSpin: a Python package for dynamics and exact diagonalisation of quantum many body systems part I: spin chains
P Weinberg, M Bukov
SciPost Physics 2 (1), 003, 2017
471*2017
QuSpin: a Python package for dynamics and exact diagonalisation of quantum many body systems. Part II: bosons, fermions and higher spins
P Weinberg, M Bukov
SciPost Physics 7 (2), 020, 2019
2512019
Schrieffer-Wolff transformation for periodically driven systems: Strongly correlated systems with artificial gauge fields
M Bukov, M Kolodrubetz, A Polkovnikov
Physical review letters 116 (12), 125301, 2016
2242016
Prethermal floquet steady states and instabilities in the periodically driven, weakly interacting bose-hubbard model
M Bukov, S Gopalakrishnan, M Knap, E Demler
Physical review letters 115 (20), 205301, 2015
1782015
Adiabatic perturbation theory and geometry of periodically-driven systems
P Weinberg, M Bukov, L D’Alessio, A Polkovnikov, S Vajna, ...
Physics Reports 688, 1-35, 2017
1462017
Heating and many-body resonances in a periodically driven two-band system
M Bukov, M Heyl, DA Huse, A Polkovnikov
Physical Review B 93 (15), 155132, 2016
1392016
Geometric speed limit of accessible many-body state preparation
M Bukov, D Sels, A Polkovnikov
Physical Review X 9 (1), 011034, 2019
1262019
Reinforcement learning for many-body ground-state preparation inspired by counterdiabatic driving
J Yao, L Lin, M Bukov
Physical Review X 11 (3), 031070, 2021
992021
Reinforcement learning for autonomous preparation of floquet-engineered states: Inverting the quantum kapitza oscillator
M Bukov
Physical Review B 98 (22), 224305, 2018
892018
Parametric instability rates in periodically driven band systems
S Lellouch, M Bukov, E Demler, N Goldman
Physical Review X 7 (2), 021015, 2017
842017
Asymptotic prethermalization in periodically driven classical spin chains
O Howell, P Weinberg, D Sels, A Polkovnikov, M Bukov
Physical review letters 122 (1), 010602, 2019
822019
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
802021
Policy gradient based quantum approximate optimization algorithm
J Yao, M Bukov, L Lin
Mathematical and scientific machine learning, 605-634, 2020
752020
Glassy phase of optimal quantum control
AGR Day, M Bukov, P Weinberg, P Mehta, D Sels
Physical review letters 122 (2), 020601, 2019
692019
Parametric instabilities of interacting bosons in periodically driven 1d optical lattices
K Wintersperger, M Bukov, J Näger, S Lellouch, E Demler, U Schneider, ...
Physical Review X 10 (1), 011030, 2020
612020
Parametric heating in a 2D periodically driven bosonic system: Beyond the weakly interacting regime
T Boulier, J Maslek, M Bukov, C Bracamontes, E Magnan, S Lellouch, ...
Physical Review X 9 (1), 011047, 2019
542019
Self-correcting quantum many-body control using reinforcement learning with tensor networks
F Metz, M Bukov
Nature Machine Intelligence 5 (7), 780-791, 2023
532023
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