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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Main Authors: A. R. Ramos Ramos, O. Kühn
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2021.615168/full
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spelling 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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