2 citations · 4 across the 3 of their papers we have counts for
3 papers
stat.ML2020★ 2 cited
Active Learning for Gaussian Process Considering Uncertainties with Application to Shape Control of Composite Fuselage
Xiaowei Yue, Yuchen Wen, Jeffrey H. Hunt +1
In the machine learning domain, active learning is an iterative data selection algorithm for maximizing information acquisition and improving model performance with limited trainin…
stat.AP2019★ 1 cited
Effective Model Calibration via Sensible Variable Identification and Adjustment, with Application to Composite Fuselage Simulation
Yan Wang, Xiaowei Yue, Rui Tuo +2
Estimation of model parameters of computer simulators, also known as calibration, is an important topic in many engineering applications. In this paper, we consider the calibration…
stat.AP2019★ 1 cited
Optimal Shape Control via Loss for Composite Fuselage Assembly
Juan Du, Shanshan Cao, Jeffrey H. Hunt +1
Shape control is critical to ensure the quality of composite fuselage assembly. In current practice, the structures are adjusted to the design shape in terms of the loss f…