Optimal control design strategies for pulsed dynamic nuclear polarization

We present optimal control methods for the optimization of periodic pulsed dynamic nuclear polarization (DNP) sequences. Specifically, we address the challenge of the optimization of a basic and repeated pulse sequence element which, apart from being easily adaptable to spin systems with different coupling interaction sizes, also proves beneficial in terms of performance. It is demonstrated that matrix power and matrix logarithm functions combined with an auxiliary matrix formalism can be used to derive expressions for gradient ascent pulse engineering (GRAPE) optimization. We illustrate how different implementations provide effective and intuitive control of DNP experiments by tailoring the effective Hamiltonian governing polarization transfer and, in this manner, addressing some of the limitations of prevailing optimal control based pulse design strategies.

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Publication Details

Journal
The Journal of Chemical Physics
Published
2025-02-04
DOI
https://doi.org/10.1063/5.0244723
Citations
9
Primary Topic
Advanced NMR Techniques and Applications
Type
article
Field-Weighted Citation Impact
6.81

Funders

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article

Optimal control design strategies for pulsed dynamic nuclear polarization

Niels Chr. Nielsen, David L. Goodwin, Nino Wili, José P. Carvalho et al.
9 citations
The Journal of Chemical Physics
Advanced NMR Techniques and Applications
6.81
article

Optimal control design strategies for pulsed dynamic nuclear polarization

Niels Chr. Nielsen, David L. Goodwin, Nino Wili, José P. Carvalho, Anders B. Nielsen
article en
9 citations

Abstract

We present optimal control methods for the optimization of periodic pulsed dynamic nuclear polarization (DNP) sequences. Specifically, we address the challenge of the optimization of a basic and repeated pulse sequence element which, apart from being easily adaptable to spin systems with different coupling interaction sizes, also proves beneficial in terms of performance. It is demonstrated that matrix power and matrix logarithm functions combined with an auxiliary matrix formalism can be used to derive expressions for gradient ascent pulse engineering (GRAPE) optimization. We illustrate how different implementations provide effective and intuitive control of DNP experiments by tailoring the effective Hamiltonian governing polarization transfer and, in this manner, addressing some of the limitations of prevailing optimal control based pulse design strategies.

The Journal of Chemical PhysicsVol. 162(5)
Aarhus University (DK)
Villum Fonden, Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, Aarhus Universitets Forskningsfond, Danish e-Infrastructure Cooperation, Novo Nordisk Fonden
Affordable and clean energy
Openalex Percentile: Top 3%
Advanced NMR Techniques and Applications
6.81
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