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Quantum mechanical MRI simulations: Solving the matrix dimension problem

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...

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Autores principales: Allami, Ahmed J., Concilio, Maria Grazia, Lally, Pavan, Kuprov, Ilya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6641938/
https://www.ncbi.nlm.nih.gov/pubmed/31334352
http://dx.doi.org/10.1126/sciadv.aaw8962
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author Allami, Ahmed J.
Concilio, Maria Grazia
Lally, Pavan
Kuprov, Ilya
author_facet Allami, Ahmed J.
Concilio, Maria Grazia
Lally, Pavan
Kuprov, Ilya
author_sort Allami, Ahmed J.
collection PubMed
description 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 Spinach library.
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spelling pubmed-66419382019-07-22 Quantum mechanical MRI simulations: Solving the matrix dimension problem Allami, Ahmed J. Concilio, Maria Grazia Lally, Pavan Kuprov, Ilya Sci Adv Research Articles 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 Spinach library. American Association for the Advancement of Science 2019-07-19 /pmc/articles/PMC6641938/ /pubmed/31334352 http://dx.doi.org/10.1126/sciadv.aaw8962 Text en Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Allami, Ahmed J.
Concilio, Maria Grazia
Lally, Pavan
Kuprov, Ilya
Quantum mechanical MRI simulations: Solving the matrix dimension problem
title Quantum mechanical MRI simulations: Solving the matrix dimension problem
title_full Quantum mechanical MRI simulations: Solving the matrix dimension problem
title_fullStr Quantum mechanical MRI simulations: Solving the matrix dimension problem
title_full_unstemmed Quantum mechanical MRI simulations: Solving the matrix dimension problem
title_short Quantum mechanical MRI simulations: Solving the matrix dimension problem
title_sort quantum mechanical mri simulations: solving the matrix dimension problem
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6641938/
https://www.ncbi.nlm.nih.gov/pubmed/31334352
http://dx.doi.org/10.1126/sciadv.aaw8962
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