TBM, Rockburst, Geomechanics, PFC Simulation, Waterjet Rock Breaking, Machine Learning, Microwave Rock Breaking

I am a research engineer and my research is focused on efficiency excavation in underground space on the basis of TBM. I conduct laboratory experiments to understand the mechanism of rock deterioration and broken process under the condition of coupling TBM, waterjet and microwave. I design a software platform to analyze field data and predict the geometry characteristics and construction process.
TBM, Rockburst, Geomechanics, PFC Simulation, Waterjet Rock Breaking, Machine Learning, Microwave Rock Breaking
[1] Chen Xu , Xiaoli Liu, Enzhi Wang, et al. Prediction of tunnel boring machine operating parameters using various machine learning algorithms[J]. Tunnelling and Underground Space Technology, 2021, 109:103699.
[2] Chen Xu , Xiaoli Liu, Enzhi Wang, et al. Calibration of the microparameters of rock specimens by using various machine learning algorithms[J]. International Journal of Geomechanics (ASCE), 2021, 21(5).
[3] Chen Xu , Discrete element meso-parameter intelligent calibration software. Software Copyright, 2021-11-18. 2022SR0198635.
[4] Chen Xu , Yujie Zhu, Xiaogang Guo, et al. Meso-parameters Calibration of Rock Specimens Based on Flat-Joint Contact Model[C]//7th International Conference on Hydraulic and Civil Engineering & Smart Water Conservancy and Intelligent Disaster Reduction Forum, 2021.
[5] Chen Xu , Xiaoli Liu, Enzhi Wang, et al. Optimal conditions for TBM disc cutter rock fragmentation based on FDM-DEM method[J]. China Civil Engineering Journal, 2020, S1(11).
[6] Chen Xu , Xiaoli Liu, Zhang Lujun, et al. Simulation and prediction of TBM tunnel construction process coupling geological model[J]. Hazard Control in Tunnelling and Underground Engineering, 2020, 2 (2).
[7] Chen Xu , Xiaoli Liu, Enzhi Wang, et al. Analysis of crack propagation for Brazilian split test based on energy entropy[C]//14th ISRM International Congress of Rock Mechanics. International Society for Rock Mechanics and Rock Engineering, 2019.
[8] Chen Xu , Xiaoli Liu, Enzhi Wang, et al. Rockburst prediction and classification based on the ideal-point method of information theory[J]. Tunnelling and Underground Space Technology, 2018, 81:382-390.
[9] Chen Xu , Chengke Hu, Xiaoli Liu, et al. Location optimization of long tunnel exploration based on the markov method and information entropy[J]. Chinese Journal of Underground Space and Engineering, 2018, 14 (6).
[10] Chen Xu , Chengke Hu, Xiaoli Liu, et al. Information entropy in predicting location of observation points for long tunnel[J]. Entropy, 2017, 19(7).
Python, Fortran, PFC, PD, ABAQUS, Matlab
Wuhan Talent Award, Wuhan Municipal Goverment, 2021
International Ph. D Student Exchange Scholarship, China Scholarship Council, 2018
Best Conference Paper, Chinese Society for Rock Mechanics & Engineering, 2018
National Scholarship, Ministry of Education of China, 2017
Outstanding Undergraduate Award, Tianjin Education Commission, 2016
Chinese Society for Rock Mechanics & Engineering (CSRME)
The International Association for Hydro-Environment Engineering and Research (IAHR)