Magnetic Resonance
Magnetic Resonance
MR
Articles | Volume 7, issue 1
Articles | Volume 7, issue 1
https://doi.org/10.5194/mr-7-53-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/mr-7-53-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 7, issue 1
Research article
 | 
21 May 2026
Research article |  | 21 May 2026

Scalable modeling of multi-spin ensembles in SABRE hyperpolarization: a symmetry-based framework for zero and ultralow fields

Danil Markelov, Alexander Snadin, Alexey Kiryutin, Danila Barskiy, and Alexandra Yurkovskaya

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Latest update: 25 Jul 2026
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Short summary
We present a framework to simulate nuclear magnetic resonance (NMR) signal enhancement experiments using parahydrogen at ultralow magnetic fields. Our approach captures the full quantum evolution of the system while reducing computational complexity for multi-spin systems through symmetry-based dimensionality reduction. This enables efficient prediction of optimal polarization transfer fields and simulation of the resulting ultralow-field NMR spectra.
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