ArticleJournal of magnetic resonance (San Diego, Calif. : 1997)2017
Rapid convergence of optimal control in NMR using numerically-constructed toggling frames.
Article in Journal of magnetic resonance (San Diego, Calif. : 1997), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 15 citations in OpenAlex.
- Optimal control pulses for the 1.2-GHz (28.2-T) NMR spectrometers.Science advances · 2023Article
- Robust Strategy for Hit-to-Lead Discovery: NMR for SAR.Journal of medicinal chemistry · 2023Article
- High-fidelity control of spin ensemble dynamics via artificial intelligence: from quantum computing to NMR spectroscopy and imaging.PNAS nexus · 2022Article
- Optimization of phase dispersion enables broadband excitation without homonuclear coupling artifacts.Journal of magnetic resonance (San Diego, Calif. : 1997) · 2021Article
- Nearest-neighbor NMR spectroscopy: categorizing spectral peaks by their adjacent nuclei.Nature communications · 2020Article
- The precious fluorine on the ring: fluorine NMR for biological systems.Journal of biomolecular NMR · 2020Article
- Optimal control theory enables homonuclear decoupling without Bloch-Siegert shifts in NMR spectroscopy.Nature communications · 2018Article
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
We present a numerical method for rapidly solving the Bloch equation for an arbitrary time-varying spin-1/2 Hamiltonian. The method relies on fast, vectorized computations such as summation and quaternion multiplication, rather than slow computations such as matrix exponentiation. A toggling frame is constructed in which the Hamiltonian is time-invariant, and therefore has a simple analytical solution. The key insight is that constructing this frame is faster than solving the system dynamics in the original frame. Rapidly solving the Bloch equations for an arbitrary Hamiltonian is particularly useful in the context of NMR optimal control. Optimal control theory can be used to design pulse shapes for a range of tasks in NMR spectroscopy. However, it requires multiple simulations of the Bloch equations at each stage of the algorithm, and for each relevant set of parameters (e.g. chemical shift frequencies). This is typically time consuming. We demonstrate that by working in an appropriate toggling frame, optimal control pulses can be generated much faster. We present a new alternative to the well-known GRAPE algorithm to continuously update the toggling-frame as the optimal pulse is generated, and demonstrate that this approach is extremely fast. The use and benefit of rapid optimal pulse generation is demonstrated for 19F fragment screening experiments.
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