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Analytically Embedding Differential Equation Constraints into Least Squares Support Vector Machines Using the Theory of Functional Connections

Differential equations (DEs) are used as numerical models to describe physical phenomena throughout the field of engineering and science, including heat and fluid flow, structural bending, and systems dynamics. While there are many other techniques for finding approximate solutions to these equation...

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Detalles Bibliográficos
Autores principales: Leake, Carl, Johnston, Hunter, Smith, Lidia, Mortari, Daniele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7259481/
https://www.ncbi.nlm.nih.gov/pubmed/32478282
http://dx.doi.org/10.3390/make1040060