Recent Publications

Li, J., Cai, M., Wang, Z., & Xiao, S. (2023). Model-based motion planning in POMDPs with temporal logic specifications. Advanced Robotics 37 (14), 871-886.

Cai, M., Xiao, S., Li, J., & Kan, Z. (2023). Safe reinforcement learning under temporal logic with reward design and quantum action selection. Scientific Reports 13 (1), 1925.

El Tuhami, A., & Xiao, S. (2022). Multiscale modeling of metal-ceramic spatially tailored materials via Gaussian process tegression and peridynamics. International Journal of Computational Methods 19 (10), 2250025.

Attarian, S., & Xiao, S. (2022). Investigating the strength of Ti/TiB interfaces at multiple scales using density functional theory, molecular dynamics, and cohesive zone modeling. Ceramics International 48 (22), 33185-33199.

Motezaker, M., Xiao, S., Khoei, A. R., & Zakeri, J. A. (2022). Studies of frictional sliding contact by molecular dynamics assisted continuum mechanics. Mechanics of Advanced Materials and Structures, 1-12.

Zhu, Y., Cai, M., Schwarz, C. W., Li, J., & Xiao, S. (2022). Intelligent traffic light via policy-based deep reinforcement learning. International Journal of Intelligent Transportation Systems Research, 1-11.