An unsupervised data completion method for physically-based data-driven models

DOI10.1016/j.cma.2018.09.035zbMath1440.62397OpenAlexW2897428672WikidataQ129159250 ScholiaQ129159250MaRDI QIDQ1986689

Jose A. Sanz-Herrera, Jacobo Ayensa-Jiménez, Mohamed H. Doweidar, Manuel Doblaré

Publication date: 9 April 2020

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

Full work available at URL: http://zaguan.unizar.es/record/84191

zbMATH Keywords

computational mechanicsweighted meandata-driven methodsdata completionstatistical imputation

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Linear regression; mixed models (62J05) Nonparametric estimation (62G05) Applications of statistics in engineering and industry; control charts (62P30) Statistical aspects of big data and data science (62R07)

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Uses Software

• UNCMND
• pchip
• DDDAS

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