Dynamic Data-Driven Approach for Unmanned Aircraft Systems and Aeroelastic Response Analysis. - Randall Kania; Abu Kebbie-Anthony; Xiangxue Zhao; Shapour Azarm; Balakumar Balachandran (Handbook of Dynamic Data Driven Applications Systems, 2018)

An enhanced copula-based method for data-driven prognostics considering insufficient training units. - Zhimin Xi; Xiangxue Zhao (Reliab. Eng. Syst. Saf., 2019)

A Gradient-Based Approach for Coordinating Smart Vehicles and Traffic Lights at Intersections. - Manuel Rodriguez; Xiangxue Zhao; Hayley Song; Anastasia Mavrommati; Roberto G. Valenti; Akshay Rajhans; Pieter J. Mosterman; Yancy Diaz-Mercado; Hosam K. Fathy (IEEE Control. Syst. Lett., 2021)

Data-Driven Prediction, Design, and control of System Behavior using Statistical Learning. - Xiangxue Zhao (2021)

Deep Reinforcement Learning for the Co-Optimization of Vehicular Flow Direction Design and Signal Control Policy for a Road Network. - Xiangxue Zhao; Dominic Flocco; Shapour Azarm; Balakumar Balachandran (IEEE Access, 2023)

Data-Driven Prediction of Dynamic Interactions Between Robot Appendage and Granular Material. - Guanjin Wang; Xiangxue Zhao; Shapour Azarm; Balakumar Balachandran (CoRR, 2025)