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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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Detaylı Bibliyografya
Yayımlandı:Mach Learn Knowl Extr
Asıl Yazarlar: Leake, Carl, Johnston, Hunter, Smith, Lidia, Mortari, Daniele
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2019
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC7259481/
https://ncbi.nlm.nih.gov/pubmed/32478282
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/make1040060
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