Marin Bukov
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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
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
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
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
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 Phys 7, 020, 2019
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
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
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
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
Geometric Speed Limit of Accessible Many-Body State Preparation
M Bukov, D Sels, A Polkovnikov
Physical Review X 9 (1), 011034, 2019
Reinforcement learning for autonomous preparation of Floquet-engineered states: Inverting the quantum Kapitza oscillator
M Bukov
Physical Review B 98 (22), 224305, 2018
Parametric Instability Rates in Periodically Driven Band Systems
S Lellouch, M Bukov, E Demler, N Goldman
Physical Review X 7 (2), 021015, 2017
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
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
Glassy Phase of Optimal Quantum Control
AGR Day, M Bukov, P Weinberg, P Mehta, D Sels
Physical Review Letters 122 (2), 020601, 2019
Learning the ground state of a non-stoquastic quantum Hamiltonian in a rugged neural network landscape
M Bukov, M Schmitt, M Dupont
arXiv preprint arXiv:2011.11214, 2020
Policy gradient based quantum approximate optimization algorithm
J Yao, M Bukov, L Lin
Mathematical and Scientific Machine Learning, 605-634, 2020
Parametric instabilities of interacting bosons in periodically-driven 1D optical lattices
K Wintersperger, M Bukov, J Näger, S Lellouch, E Demler, U Schneider, ...
Phys. Rev. X 10, 011030, 2018
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
Stroboscopic versus nonstroboscopic dynamics in the Floquet realization of the Harper-Hofstadter Hamiltonian
M Bukov, A Polkovnikov
Physical Review A 90 (4), 043613, 2014
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