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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...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2020
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| Materias: | |
| 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 |