MAE Publications and Papers

Sibley School of Mechanical and Aerospace Engineering

Posts Tagged: multi-output

HomePosts Tagged "multi-output"

Tag Archives: multi-output

New article: Adaptive Locally Weighted Projection Regression Method for Uncertainty Quantification

Article: Chen P, Zabaras N, (2013) Adaptive Locally Weighted Projection Regression Method for Uncertainty Quantification, Communications in Computational Physics, 14 (4); 851-878 DOI Abstract: We develop an efficient, adaptive locally weighted projection regression (ALWPR) ...
Read More

October 1, 2013Uncategorizedadaptivity, Locally weighted projection regression, multi-output, uncertainty quantification

New article: Multi-output local Gaussian process regression: Applications to uncertainty quantification

Article: Bilionis I and Zabaras N (2012). “Multi-output local Gaussian process regression: Applications to uncertainty quantification.” Journal of Computational Physics 231(17): 5718-5746. DOI Abstract: We develop an efficient, Bayesian Uncertainty Quantification framework using a ...
Read More

July 15, 2012Uncategorizedadaptivity, bayesian, collocation method, design, gaussian process, generalized polynomial chaos, models, multi-element, multi-output, random input data, stochastic differential-equations, stochastic partial differential equations, uncertainty quantification

menu

MAE Publications and Papers

Sibley School of Mechanical and Aerospace Engineering

Posts Tagged: multi-output