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量子力学磁共振成像模拟:解决矩阵维度问题。

Quantum mechanical MRI simulations: Solving the matrix dimension problem.

作者信息

Allami Ahmed J, Concilio Maria Grazia, Lally Pavan, Kuprov Ilya

机构信息

School of of Medicine, University of Al-Ameed, Karbala, PO No: 198, Iraq.

School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK.

出版信息

Sci Adv. 2019 Jul 19;5(7):eaaw8962. doi: 10.1126/sciadv.aaw8962. eCollection 2019 Jul.

Abstract

We propose a solution to the matrix dimension problem in quantum mechanical simulations of MRI (magnetic resonance imaging) experiments on complex molecules. This problem is very old; it arises when Kronecker products of spin operators and spatial dynamics generators are taken-the resulting matrices are far too large for any current or future computer. However, spin and spatial operators individually have manageable dimensions, and we note here that the action by their Kronecker products on any vector may be computed without opening those products. This eliminates large matrices from the simulation process. MRI simulations for coupled spin systems of complex metabolites in three dimensions with diffusion, flow, chemical kinetics, and quantum mechanical treatment of spin relaxation are now possible. The methods described in this paper are implemented in versions 2.4 and later of the library.

摘要

我们提出了一种解决复杂分子磁共振成像(MRI)实验量子力学模拟中矩阵维度问题的方法。这个问题由来已久;当取自旋算符与空间动力学生成元的克罗内克积时就会出现该问题——所得矩阵对于任何当前或未来的计算机来说都太大了。然而,自旋算符和空间算符各自的维度是可控的,并且我们在此指出,它们的克罗内克积对任何向量的作用可以在不展开这些积的情况下进行计算。这在模拟过程中消除了大矩阵。现在可以对具有扩散、流动、化学动力学以及自旋弛豫的量子力学处理的复杂代谢物的三维耦合自旋系统进行MRI模拟。本文所述方法已在该库的2.4版及更高版本中实现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b15/6641938/f38a0e696296/aaw8962-F1.jpg

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