Tongming Qu

According to our database, Tongming Qu authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

PE-MPINN: A parameters-enhanced multiphysics-informed neural network for data assimilation of seepage-consolidation coupling problems in spatially variable soils.

Mingyue Sun, Gang Ma, Tongming Qu, Shaoheng Guan, Jiangzhou Mei, Jingzhou Wang, Wei Zhou

Adv. Eng. Informatics, 2026

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, John Morrissey, Jonathan Nuttall, Jin Y. Ooi, Luisa Orozco, Stefanos-Aldo Papanicolopulos, Tongming Qu, Dingena Schott, Takayuki Shuku, WaiChing Sun, Thomas Weinhart, Dongwei Ye, Hongyang Cheng

CoRR, April, 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

Single-image 3D particle reconstruction via generative AI-empowered large vision models.

Zizun Zhu, Tongming Qu, Jidong Zhao

Comput. Aided Civ. Infrastructure Eng., 2025

Agent of deep reinforcement learning for multi-objective arch dam shape design.

Rui Liu, Gang Ma, Xiaogang Xie, Tongming Qu, Biao Liu, Xiaomao Wang, Wei Zhou

Comput. Aided Civ. Infrastructure Eng., 2025

A knowledge graph-enhanced large language model for question answering of hydraulic structure safety management.

Dongliang Zhang, Gang Ma, Tongming Qu, Xudong Wang, Wei Zhou, Xiaomao Wang

Adv. Eng. Informatics, 2025

2024

Machine learning-informed soil conditioning for mechanized shield tunneling.

Shuying Wang, Xiao Yuan, Tongming Qu

Comput. Aided Civ. Infrastructure Eng., September, 2024

Machine Learning Aided Modeling of Granular Materials: A Review.

Mengqi Wang, Krishna Kumar, Y. T. Feng, Tongming Qu, Min Wang

CoRR, 2024