A Grid-Based Bridging Domain Multiple-Scale Method for Computational Nanotechnology. - Shaowen Wang 001; Shaoping Xiao; Jun Ni 001 (International Conference on Computational Science (3), 2005)

The Applications of Meshfree Particle Methods at the Nanoscale. - Weixuan Yang; Shaoping Xiao (International Conference on Computational Science (3), 2005)

A meshfree particle method with stress points and its applications at the nanoscale. - Shaoping Xiao; Weixuan Yang (Int. J. Comput. Sci. Eng., 2006)

Optimal Probabilistic Motion Planning with Partially Infeasible LTL Constraints. - Mingyu Cai; Zhijun Li 001; Hongbo Gao 001; Shaoping Xiao; Zhen Kan (CoRR, 2020)

A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua. - Shaoping Xiao; Renjie Hu; Zhen Li; Siamak Attarian; Kaj-Mikael Björk; Amaury Lendasse (Neural Comput. Appl., 2020)

Reinforcement Learning Based Temporal Logic Control with Maximum Probabilistic Satisfaction. - Mingyu Cai; Shaoping Xiao; Baoluo Li; Zhiliang Li; Zhen Kan (ICRA, 2021)

Design of controllable Leader-follower Networks via Memetic Algorithms. - Shaoping Xiao; Baike She; Siddhartha S. Mehta; Zhen Kan (Adv. Complex Syst., 2021)

Studies of COVID-19 Outbreak Control Using Agent-Based Modeling. - Shaoping Xiao; Ruicheng Liu (Complex Syst., 2021)

Reinforcement Learning Based Temporal Logic Control with Soft Constraints Using Limit-deterministic Generalized Büchi Automata. - Mingyu Cai; Shaoping Xiao; Zhen Kan (CoRR, 2021)

Online Motion Planning with Soft Timed Temporal Logic in Dynamic and Unknown Environment. - Zhiliang Li; Mingyu Cai; Shaoping Xiao; Zhen Kan (CoRR, 2021)

Modular Deep Reinforcement Learning for Continuous Motion Planning With Temporal Logic. - Mingyu Cai; Mohammadhosein Hasanbeig; Shaoping Xiao; Alessandro Abate; Zhen Kan (IEEE Robotics Autom. Lett., 2021)

Online Motion Planning With Soft Metric Interval Temporal Logic in Unknown Dynamic Environment. - Zhiliang Li; Mingyu Cai; Shaoping Xiao; Zhen Kan (IEEE Control. Syst. Lett., 2022)

Intelligent Traffic Light via Policy-based Deep Reinforcement Learning. - Yue Zhu; Mingyu Cai; Chris W. Schwarz; Junchao Li; Shaoping Xiao (Int. J. Intell. Transp. Syst. Res., 2022)

Model-free Motion Planning of Autonomous Agents for Complex Tasks in Partially Observable Environments. - Junchao Li; Mingyu Cai; Zhen Kan; Shaoping Xiao (CoRR, 2023)

Optimal Probabilistic Motion Planning With Potential Infeasible LTL Constraints. - Mingyu Cai; Shaoping Xiao; Zhijun Li 001; Zhen Kan (IEEE Trans. Autom. Control., 2023)

Model-based motion planning in POMDPs with temporal logic specifications. - Junchao Li; Mingyu Cai; Zhaoan Wang; Shaoping Xiao (Adv. Robotics, 2023)

Model-Free Motion Planning of Complex Tasks Subject to Ethical Constraints. - Shaoping Xiao; Junchao Li; Zhaoan Wang (HCI (52), 2024)

Learning-based agricultural management in partially observable environments subject to climate variability. - Zhaoan Wang; Shaoping Xiao; Junchao Li; Jun Wang (CoRR, 2024)

Intelligent Agricultural Management Considering N2O Emission and Climate Variability with Uncertainties. - Zhaoan Wang; Shaoping Xiao; Jun Wang; Ashwin Parab; Shivam Patel (CoRR, 2024)

Advancing Additive Manufacturing Through Machine Learning Techniques: A State-of-the-Art Review. - Shaoping Xiao; Junchao Li; Zhaoan Wang; Yingbin Chen; Soheyla Tofighi (Future Internet, 2024)

Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments. - Junchao Li; Mingyu Cai; Zhen Kan; Shaoping Xiao (Auton. Agents Multi Agent Syst., 2024)

Mechanics and Design of Metastructured Auxetic Patches with Bio-inspired Materials. - Yingbin Chen; Milad Arzani; Xuan Mu; Sophia Jin; Shaoping Xiao (CoRR, 2025)

Reinforcement learning-based motion planning in partially observable environments under ethical constraints. - Junchao Li; Mingyu Cai; Shaoping Xiao (AI Ethics, 2025)

Developing and Integrating Trust Modeling into Multi-Objective Reinforcement Learning for Intelligent Agricultural Management. - Zhaoan Wang; Wonseok Jang; Bowen Ruan; Jun Wang; Shaoping Xiao (CoRR, 2025)