Machine Learning Aided Modeling of Granular Materials: A Review. - Mengqi Wang; Krishna Kumar; Y. T. Feng; Tongming Qu; Min Wang (CoRR, 2024)

Machine learning-informed soil conditioning for mechanized shield tunneling. - Shuying Wang; Xiao Yuan; Tongming Qu (Comput. Aided Civ. Infrastructure Eng., 2024)

A knowledge graph-enhanced large language model for question answering of hydraulic structure safety management. - Dongliang Zhang; Gang Ma 002; Tongming Qu; Xudong Wang; Wei Zhou; Xiaomao Wang (Adv. Eng. Informatics, 2025)

Overcoming time delays challenges: Decomposition-Reconstruction approaches for time-series TBM performance predictions. - Chao Li; Shuying Wang; Tongming Qu; Xiangcou Zheng; Xuemin Zhang (Expert Syst. Appl., 2025)

Towards scientific machine learning for granular material simulations - challenges and opportunities. - Marc Fransen; Andreas Fürst; Deepak Tunuguntla; Daniel N. Wilke; Benedikt Alkin; Daniel Barreto; Johannes Brandstetter; Miguel Angel Cabrera; Xinyan Fan; Mengwu Guo; Bram Kieskamp; Krishna Kumar; et al. (CoRR, 2025)