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Solving Coupled Cluster Equations by the Newton Krylov Method
We describe using the Newton Krylov method to solve the coupled cluster equation. The method uses a Krylov iterative method to compute the Newton correction to the approximate coupled cluster amplitude. The multiplication of the Jacobian with a vector, which is required in each step of a Krylov iter...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758425/ https://www.ncbi.nlm.nih.gov/pubmed/33363108 http://dx.doi.org/10.3389/fchem.2020.590184 |
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author | Yang, Chao Brabec, Jiri Veis, Libor Williams-Young, David B. Kowalski, Karol |
author_facet | Yang, Chao Brabec, Jiri Veis, Libor Williams-Young, David B. Kowalski, Karol |
author_sort | Yang, Chao |
collection | PubMed |
description | We describe using the Newton Krylov method to solve the coupled cluster equation. The method uses a Krylov iterative method to compute the Newton correction to the approximate coupled cluster amplitude. The multiplication of the Jacobian with a vector, which is required in each step of a Krylov iterative method such as the Generalized Minimum Residual (GMRES) method, is carried out through a finite difference approximation, and requires an additional residual evaluation. The overall cost of the method is determined by the sum of the inner Krylov and outer Newton iterations. We discuss the termination criterion used for the inner iteration and show how to apply pre-conditioners to accelerate convergence. We will also examine the use of regularization technique to improve the stability of convergence and compare the method with the widely used direct inversion of iterative subspace (DIIS) methods through numerical examples. |
format | Online Article Text |
id | pubmed-7758425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77584252020-12-25 Solving Coupled Cluster Equations by the Newton Krylov Method Yang, Chao Brabec, Jiri Veis, Libor Williams-Young, David B. Kowalski, Karol Front Chem Chemistry We describe using the Newton Krylov method to solve the coupled cluster equation. The method uses a Krylov iterative method to compute the Newton correction to the approximate coupled cluster amplitude. The multiplication of the Jacobian with a vector, which is required in each step of a Krylov iterative method such as the Generalized Minimum Residual (GMRES) method, is carried out through a finite difference approximation, and requires an additional residual evaluation. The overall cost of the method is determined by the sum of the inner Krylov and outer Newton iterations. We discuss the termination criterion used for the inner iteration and show how to apply pre-conditioners to accelerate convergence. We will also examine the use of regularization technique to improve the stability of convergence and compare the method with the widely used direct inversion of iterative subspace (DIIS) methods through numerical examples. Frontiers Media S.A. 2020-12-10 /pmc/articles/PMC7758425/ /pubmed/33363108 http://dx.doi.org/10.3389/fchem.2020.590184 Text en Copyright © 2020 Yang, Brabec, Veis, Williams-Young and Kowalski. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Chemistry Yang, Chao Brabec, Jiri Veis, Libor Williams-Young, David B. Kowalski, Karol Solving Coupled Cluster Equations by the Newton Krylov Method |
title | Solving Coupled Cluster Equations by the Newton Krylov Method |
title_full | Solving Coupled Cluster Equations by the Newton Krylov Method |
title_fullStr | Solving Coupled Cluster Equations by the Newton Krylov Method |
title_full_unstemmed | Solving Coupled Cluster Equations by the Newton Krylov Method |
title_short | Solving Coupled Cluster Equations by the Newton Krylov Method |
title_sort | solving coupled cluster equations by the newton krylov method |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758425/ https://www.ncbi.nlm.nih.gov/pubmed/33363108 http://dx.doi.org/10.3389/fchem.2020.590184 |
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