Gaussian functional regression for linear partial differential equations

DOI10.1016/j.cma.2015.01.008zbMath1423.35362OpenAlexW2033011522MaRDI QIDQ1800194

Yanyan Li

Publication date: 23 October 2018

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

Full work available at URL: http://hdl.handle.net/1721.1/107776

zbMATH Keywords

regression analysisGaussian processesBayesian inferencedata assimilationGaussian functionalslinear pdes

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Gaussian processes (60G15) Bayesian inference (62F15) PDEs in connection with statistics (35Q62)

Related Items (4)

Reduced order modeling for nonlinear structural analysis using Gaussian process regression ⋮ Data-driven reduced order modeling for time-dependent problems ⋮ Gaussian functional regression for output prediction: model assimilation and experimental design ⋮ Functional Regression for State Prediction Using Linear PDE Models and Observations

Uses Software

• BayesDA

Cites Work

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