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Mingliang Zhou

Tongji University

SCHOLARLY PAPERS

7

DOWNLOADS

300

TOTAL CITATIONS

3

Scholarly Papers (7)

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1.

Towards Automated 3d Evaluation of Water Leakage on a Tunnel Face Via Improved Gan and Self-Attention Dl Model

Number of pages: 24 Posted: 29 Jun 2023
Chen Wu, Hongwei Huang, Jiayao Chen, Mingliang Zhou, Yue Tong and Le Zhang
Tongji University, Tongji University, Beijing Jiaotong University, Tongji University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 75 (891,180)
Citation 3

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Tunnel leakage segmentation, Unbalanced image dataset, Improved GAN, Swin Transformer, 3D reconstruction

2.

Suspension of High Concentration Solids in a Pilot Scale Jet-Flow High Shear Mixer

Number of pages: 42 Posted: 07 Jun 2022
Yudong Liu, Yixia Zhang, Junheng Guo, Wei Li, Mingliang Zhou and Jinli Zhang
Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tongji University and Tianjin University
Downloads 48 (1,097,529)

Abstract:

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Jet-flow high shear mixer, Solid-liquid suspension, Power consumption, Multiphase flow

3.

A Study on Seepage-Induced Failure of Rock Tunnel Faces in Water-Rich Fault Fracture Zones Via Material Point Method

Number of pages: 25 Posted: 03 Jun 2025
Yue Tong, Mingliang Zhou, Zeyu Li, Yisheng Zhao, Jie Xu, Jin An and Hongwei Huang
affiliation not provided to SSRN, Tongji University, Tongji University, affiliation not provided to SSRN, Tongji University, affiliation not provided to SSRN and Tongji University
Downloads 47 (1,121,190)

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Seepage-induced failure, Rock tunnel faces, Water-rich fault fracture zones, Material point method

4.

Hybrid Ensemble Learning Models for Multi-Source Heterogeneous Data-Driven Assessment of Tunnel Rock Mass Weathering Degree

Number of pages: 33 Posted: 02 May 2024
Chen Wu, Mingliang Zhou, Chen Wu, Feiyang Wang, Jiayao Chen and Tingzhou Wei
Tongji University, Tongji University, Tongji University, Donghua University, Beijing Jiaotong University and Tongji University
Downloads 45 (1,133,231)

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Rock tunnel, Weathering degree prediction, Improved Computer vision, Multi-source dataset, Ensemble Machine learning

5.

Towards Automated 3d Defect Inspection in Shield Tunnel Linings Via Integrating Vision and Point Cloud Data

Number of pages: 31 Posted: 09 Jul 2024
Hongwei Huang, Shuyi Liu, Mingliang Zhou, Hua Shao and Qintong Li
Tongji University, Tongji University, Tongji University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 34 (1,263,436)

Abstract:

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Tunnel defect, 3D Reconstruction, data fusion, SIFT, YOLOv8

6.

On-Site Real-Time Assessment of Structural Safety on Metro Tunnel Lining Via Wsn and Edge Computing

Number of pages: 40 Posted: 20 Aug 2025
Dongming Zhang, Jianhui Yu, Mingliang Zhou, Hongwei Huang and Linghan Ouyang
Tongji University, Tongji University, Tongji University, Tongji University and Cardiff University
Downloads 26 (1,399,036)

Abstract:

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Shield tunnel, Structural assessment, Edge computing, Multisource data fusion, Fuzzy assessment, Real-Time Monitoring

7.

Advanced Neural Network Prediction and Mechanism Identification of the Nanoclusters Deagglomeration in the In-Line Hsm

Number of pages: 41 Posted: 22 Jul 2022
Yudong Liu, Yixia Zhang, Junheng Guo, Wei Li, Mingliang Zhou and Jinli Zhang
Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tongji University and Tianjin University
Downloads 25 (1,399,036)

Abstract:

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artificial neural network, In-line HSM, Nanocluster deagglomeration, Mechanism identification, particle size distribution