Deep Theory of Functional Connections: A New Method for Estimating the Solutions of Partial Differential Equations

This article presents a new methodology called Deep Theory of Functional Connections (TFC) that estimates the solutions of partial differential equations (PDEs) by combining neural networks with the TFC. The TFC is used to transform PDEs into unconstrained optimization problems by analytically embed...

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Detalles Bibliográficos
Autores principales: Leake, Carl, Mortari, Daniele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7259480/
https://www.ncbi.nlm.nih.gov/pubmed/32478283
http://dx.doi.org/10.3390/make2010004

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7259480/
https://www.ncbi.nlm.nih.gov/pubmed/32478283
http://dx.doi.org/10.3390/make2010004

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