Optimal control design strategies for pulsed dynamic nuclear polarization

J José P. Carvalho (Department of Materials and Environmental Chemistry) D David L. Goodwin (Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry, Aarhus University 1 , Gustav Wieds Vej 14, DK-8000 Aarhus C,) N Nino Wili (Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry, Aarhus University 1 , Gustav Wieds Vej 14, DK-8000 Aarhus C,) A Anders Bodholt Nielsen (Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry, Aarhus University , Gustav Wieds Vej 14, DK-8000 Aarhus C,) N Niels Chr. Nielsen (Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry)

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.

Article Details

Volume / Issue Vol. 162, Issue 5
Published February 07, 2025
ISSN 0021-9606
Publisher American Institute of Physics

Journal Info

The Journal of Chemical Physics

American Institute of Physics

ISSN: 0021-9606 Physical Sciences

Authors (5)

J

José P. Carvalho

Department of Materials and Environmental Chemistry

D

David L. Goodwin

Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry, Aarhus University 1 , Gustav Wieds Vej 14, DK-8000 Aarhus C,

N

Nino Wili

Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry, Aarhus University 1 , Gustav Wieds Vej 14, DK-8000 Aarhus C,

A

Anders Bodholt Nielsen

Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry, Aarhus University , Gustav Wieds Vej 14, DK-8000 Aarhus C,

N

Niels Chr. Nielsen

Interdisciplinary Nanoscience Center (iNANO) and Department of Chemistry