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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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שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Mach Learn Knowl Extr
Main Authors: Leake, Carl, Johnston, Hunter, Smith, Lidia, Mortari, Daniele
פורמט: Artigo
שפה:Inglês
יצא לאור: 2019
נושאים:
גישה מקוונת: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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