Development of a spectral source inverse model by using generalized polynomial chaos. - Kyongmin Yeo; Youngdeok Hwang; Xiao Liu 044; Jayant Kalagnanam (CoRR, 2018)

Analysis of Large Heterogeneous Repairable System Reliability Data With Static System Attributes and Dynamic Sensor Measurement in Big Data Environment. - Xiao Liu 044; Rong Pan (Technometrics, 2020)

Boost-R: Gradient Boosted Trees for Recurrence Data. - Xiao Liu 044; Rong Pan (CoRR, 2021)

Optimal Sensor Placement for Atmospheric Inverse Modelling. - Xinchao Liu; Kyongmin Yeo; Levente J. Klein; Youngdeok Hwang; Dzung Phan; Xiao Liu 044 (IEEE Big Data, 2022)

A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states. - Mohammadmahdi Hajiha; Xiao Liu 044; Young M. Lee; Ramin Moghaddass (Reliab. Eng. Syst. Saf., 2022)

Inverse Models for Estimating the Initial Condition of Spatio-Temporal Advection-Diffusion Processes. - Xiao Liu 044; Kyongmin Yeo (Technometrics, 2023)

Convolutional Non-Homogeneous Poisson Process and its Application to Wildfire Ignition Risk Quantification for Power Delivery Networks. - Guanzhou Wei; Feng Qiu; Xiao Liu 044 (Technometrics, 2025)