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无网格粉末平均值:福克-普朗克方程在固态 NMR 中的应用。

Grid-free powder averages: on the applications of the Fokker-Planck equation to solid state NMR.

机构信息

Inorganic Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3QG, UK; School of Chemistry, University of Southampton, Highfield Campus, Southampton SO17 1BJ, UK.

出版信息

J Magn Reson. 2013 Oct;235:121-9. doi: 10.1016/j.jmr.2013.07.011. Epub 2013 Jul 23.

Abstract

We demonstrate that Fokker-Planck equations in which spatial coordinates are treated on the same conceptual level as spin coordinates yield a convenient formalism for treating magic angle spinning NMR experiments. In particular, time dependence disappears from the background Hamiltonian (sample spinning is treated as an interaction), spherical quadrature grids are avoided completely (coordinate distributions are a part of the formalism) and relaxation theory with any linear diffusion operator is easily adopted from the Stochastic Liouville Equation theory. The proposed formalism contains Floquet theory as a special case. The elimination of the spherical averaging grid comes at the cost of increased matrix dimensions, but we show that this can be mitigated by the use of state space restriction and tensor train techniques. It is also demonstrated that low correlation order basis sets apparently give accurate answers in powder-averaged MAS simulations, meaning that polynomially scaling simulation algorithms do exist for a large class of solid state NMR experiments.

摘要

我们证明,将空间坐标与自旋坐标置于同等概念水平的福克-普朗克方程为处理魔角旋转 NMR 实验提供了一种便利的形式体系。具体来说,背景哈密顿量中不再出现时间依赖性(样品旋转被视为一种相互作用),完全避免了球形正交网格(坐标分布是形式体系的一部分),并且可以轻松地从随机刘维尔方程理论中采用任何线性扩散算子的弛豫理论。所提出的形式体系包含弗洛凯理论作为特例。消除球形平均网格的代价是增加矩阵维度,但我们表明,可以通过使用状态空间限制和张量网络技术来缓解这一问题。还证明了,在粉末平均 MAS 模拟中,低相关阶基组显然可以给出准确的答案,这意味着对于一大类固态 NMR 实验,确实存在多项式规模的模拟算法。

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