Direct Optimal Control Approach to Laser-Driven Quantum Particle Dynamics
Optimal control theory is usually formulated as an indirect method requiring the solution of a two-point boundary value problem. Practically, the solution is obtained by iterative forward and backward propagation of quantum wavepackets. Here, we propose direct optimal control as a robust and flexibl...
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2021-04-01
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doaj-a50fcdcf4dc4424a87f34176fca41cbc2021-04-23T09:32:51ZengFrontiers Media S.A.Frontiers in Physics2296-424X2021-04-01910.3389/fphy.2021.615168615168Direct Optimal Control Approach to Laser-Driven Quantum Particle DynamicsA. R. Ramos RamosO. KühnOptimal control theory is usually formulated as an indirect method requiring the solution of a two-point boundary value problem. Practically, the solution is obtained by iterative forward and backward propagation of quantum wavepackets. Here, we propose direct optimal control as a robust and flexible alternative. It is based on a discretization of the dynamical equations resulting in a nonlinear optimization problem. The method is illustrated for the case of laser-driven wavepacket dynamics in a bistable potential. The wavepacket is parameterized in terms of a single Gaussian function and field optimization is performed for a wide range of particle masses and lengths of the control interval. Using the optimized field in a full quantum propagation still yields reasonable control yields for most of the considered cases. Analysis of the deviations leads to conditions which have to be fulfilled to make the semiclassical single Gaussian approximation meaningful for field optimization.https://www.frontiersin.org/articles/10.3389/fphy.2021.615168/fulloptimal controlquantum dynamicssemiclassical dynamicsGaussian wavepacketsproton transfer |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
A. R. Ramos Ramos O. Kühn |
spellingShingle |
A. R. Ramos Ramos O. Kühn Direct Optimal Control Approach to Laser-Driven Quantum Particle Dynamics Frontiers in Physics optimal control quantum dynamics semiclassical dynamics Gaussian wavepackets proton transfer |
author_facet |
A. R. Ramos Ramos O. Kühn |
author_sort |
A. R. Ramos Ramos |
title |
Direct Optimal Control Approach to Laser-Driven Quantum Particle Dynamics |
title_short |
Direct Optimal Control Approach to Laser-Driven Quantum Particle Dynamics |
title_full |
Direct Optimal Control Approach to Laser-Driven Quantum Particle Dynamics |
title_fullStr |
Direct Optimal Control Approach to Laser-Driven Quantum Particle Dynamics |
title_full_unstemmed |
Direct Optimal Control Approach to Laser-Driven Quantum Particle Dynamics |
title_sort |
direct optimal control approach to laser-driven quantum particle dynamics |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Physics |
issn |
2296-424X |
publishDate |
2021-04-01 |
description |
Optimal control theory is usually formulated as an indirect method requiring the solution of a two-point boundary value problem. Practically, the solution is obtained by iterative forward and backward propagation of quantum wavepackets. Here, we propose direct optimal control as a robust and flexible alternative. It is based on a discretization of the dynamical equations resulting in a nonlinear optimization problem. The method is illustrated for the case of laser-driven wavepacket dynamics in a bistable potential. The wavepacket is parameterized in terms of a single Gaussian function and field optimization is performed for a wide range of particle masses and lengths of the control interval. Using the optimized field in a full quantum propagation still yields reasonable control yields for most of the considered cases. Analysis of the deviations leads to conditions which have to be fulfilled to make the semiclassical single Gaussian approximation meaningful for field optimization. |
topic |
optimal control quantum dynamics semiclassical dynamics Gaussian wavepackets proton transfer |
url |
https://www.frontiersin.org/articles/10.3389/fphy.2021.615168/full |
work_keys_str_mv |
AT arramosramos directoptimalcontrolapproachtolaserdrivenquantumparticledynamics AT okuhn directoptimalcontrolapproachtolaserdrivenquantumparticledynamics |
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1721512795794571264 |