A pretraining domain decomposition method using artificial neural networks to solve elliptic PDE boundary value problems

Developing methods of domain decomposition (DDM) has been widely studied in the field of numerical computation to estimate solutions of partial differential equations (PDEs). Several case studies have also reported that it is feasible to use the domain decomposition approach for the application of a...

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Bibliographic Details
Published in:	Scientific reports Vol. 12; no. 1; pp. 13939 - 16
Main Author:	Seo, Jeong-Kweon
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 17.08.2022 Nature Publishing Group Nature Portfolio
Subjects:	639/166 639/705 639/766 Approximation Boundary value problems Decomposition Differential equations Humanities and Social Sciences Machine learning multidisciplinary Neural networks Partial differential equations Science Science (multidisciplinary)
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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