PAIRS: A scalable geo-spatial data analytics platform. - Levente J. Klein; Fernando J. Marianno; Conrad M. Albrecht; Marcus Freitag; Siyuan Lu 003; Nigel Hinds; Xiaoyan Shao; Sergio Bermudez Rodriguez; Hendrik F. Hamann (IEEE BigData, 2015)

Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction. - Siyuan Lu 003; Youngdeok Hwang; Ildar Khabibrakhmanov; Fernando J. Marianno; Xiaoyan Shao; Jie Zhang 054; Bri-Mathias S. Hodge; Hendrik F. Hamann (ECC, 2015)

IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery. - Siyuan Lu 003; Xiaoyan Shao; Marcus Freitag; Levente J. Klein; Jason D. Renwick; Fernando J. Marianno; Conrad M. Albrecht; Hendrik F. Hamann (IEEE BigData, 2016)

Solar irradiance forecasting by machine learning for solar car races. - Xiaoyan Shao; Siyuan Lu 003; Theodore G. van Kessel; Hendrik F. Hamann; Leda Daehler; Jeffrey Cwagenberg; Alan Li (IEEE BigData, 2016)

Toward large-scale crop production forecasts for global food security. - G. Badr; Levente J. Klein; Marcus Freitag; Conrad M. Albrecht; Fernando J. Marianno; Siyuan Lu 003; Xiaoyan Shao; Nigel Hinds; Gerrit Hoogenboom; Hendrik F. Hamann (IBM J. Res. Dev., 2016)

Remaining Useful Life Estimation of Structure Systems Under the Influence of Multiple Causes: Subsea Pipelines as a Case Study. - Baoping Cai; Xiaoyan Shao; Yonghong Liu; Xiangdi Kong; Haifeng Wang; Hongqi Xu; Weifeng Ge (IEEE Trans. Ind. Electron., 2020)

Remaining useful life re-prediction methodology based on Wiener process: Subsea Christmas tree system as a case study. - Baoping Cai; Hongyan Fan; Xiaoyan Shao; Yonghong Liu; Guijie Liu; Zengkai Liu; Renjie Ji (Comput. Ind. Eng., 2021)

Modeling for evaluation of safety instrumented systems with heterogeneous components. - Baoping Cai; Wenchao Li; Yiliu Liu; Xiaoyan Shao; Yanping Zhang 004; Yi Zhao; Zengkai Liu; Renjie Ji; Yonghong Liu (Reliab. Eng. Syst. Saf., 2021)

A hybrid multi-stage methodology for remaining useful life prediction of control system: Subsea Christmas tree as a case study. - Xuelin Liu; Baoping Cai; Xiaobing Yuan; Xiaoyan Shao; Yiliu Liu; Javed Akbar Khan; Hongyan Fan; Yonghong Liu; Zengkai Liu; Guijie Liu (Expert Syst. Appl., 2023)

Remaining useful life prediction via a hybrid DBN-KF-based method: A case of subsea Christmas tree valves. - Xiaoyan Shao; Baoping Cai; Yonghong Liu; Junyan Zhang; Zhongfei Sui; Qiang Feng (Reliab. Eng. Syst. Saf., 2023)

Dynamic risk assessment methodology of operation process for deepwater oil and gas equipment. - Chenyushu Wang; Baoping Cai; Xiaoyan Shao; Liqian Zhao; Zhongfei Sui; Keyang Liu; Javed Akbar Khan; Lei Gao (Reliab. Eng. Syst. Saf., 2023)

A digital twin-assisted intelligent fault diagnosis method for hydraulic systems. - Jun Yang; Baoping Cai; Xiangdi Kong; Xiaoyan Shao; Bo Wang; Yulong Yu; Lei Gao; Chao Yang 038; Yonghong Liu (J. Ind. Inf. Integr., 2024)

Data-model-linked remaining useful life prediction method with small sample data: A case of subsea valve. - Xiaoyan Shao; Baoping Cai; Lei Gao; Yanping Zhang 004; Chao Yang 038; Chuntan Gao (Reliab. Eng. Syst. Saf., 2024)

A unified solution for replacing position embedding in Vision Transformer for object detection. - Xuezhuan Zhao; Jiawei Wang; Lingling Li; Xiaoyan Shao; Kexin Zhang (Eng. Appl. Artif. Intell., 2025)

A system-centred predictive maintenance re-optimization method based on multi-agent deep reinforcement learning. - Yanping Zhang 004; Baoping Cai; Chuntan Gao; Yixin Zhao; Xiaoyan Shao; Chao Yang 038 (Expert Syst. Appl., 2025)

Channel estimation for IRS-Aided mmWave massive MIMO systems based on variational Bayesian method with Laplacian prior. - Zhichao Yang 010; Xiaoyan Shao; Haohan Li; Wence Zhang; Jing Xia; Zhaowen Zheng; Xu Bao (Phys. Commun., 2025)

Intelligent diagnosis method for early faults of electric-hydraulic control system based on residual analysis. - Xiangdi Kong; Baoping Cai; Yulong Yu; Jun Yang; Bo Wang; Zijie Liu; Xiaoyan Shao; Chao Yang 038 (Reliab. Eng. Syst. Saf., 2025)