Ning Zhang
机构: The Hong Kong Polytechnic University
每年引用次数
引用次数
引用: 1,182
H-指数: 18
I10-指数 : 25
出版物: 34
Modelling the performance of EPB shield tunnelling using machine and deep learning algorithms
Shui-Long Shen , Shui-Long Shen , Shui-Long Shen , Annan Zhou
Geoscience frontiers 12 ( 5) 101177
2021
Comprehensive environmental impact evaluation for concrete mixing station (CMS) based on improved TOPSIS method
Shui-Long Shen , Shui-Long Shen , Shui-Long Shen , Annan Zhou
Sustainable Cities and Society 69 102838
19
2021
Method for lake eutrophication levels evaluation: TOPSIS-MCS
Shui-Long Shen , Shui-Long Shen , Shui-Long Shen , Annan Zhou
MethodsX 8 101311
2021
Lesson Learned from Catastrophic Floods in Western Japan in 2018: Sustainable Perspective Analysis
Song-Shun Lin , Ning Zhang , Ye-Shuang Xu , Takenori Hino
Water 12 ( 9) 2489
2020
Evaluation of the uplift behavior of plate anchor in structured marine clay
Ning Zhang , Huai-Na Wu , Jack Shui-Long Shen , Takenori Hino
Marine Georesources & Geotechnology 35 ( 6) 758 -768
10
2017
Geological formation and geo-hazards during subway construction in Guangzhou
Dong-Jie Ren , Shui-Long Shen , Wen-Chieh Cheng , Ning Zhang
Environmental Earth Sciences 75 ( 11) 1 -14
50
2016
Real-Time Dynamic Earth-Pressure Regulation Model for Shield Tunneling by Integrating GRU Deep Learning Method With GA Optimization
Min-Yu Gao , Ning Zhang , Shui-Long Shen , Annan Zhou
IEEE Access 8 64310 -64323
31
2020
Perspective Review on Subsea Jet Trenching Technology and Modeling
Pierre Guy Atangana Njock , Qian Zheng , Ning Zhang , Ye-Shuang Xu
Journal of Marine Science and Engineering 8 ( 6) 460
6
2020
Tunneling induced geohazards in mylonitic rock faults with rich groundwater: A case study in Guangzhou
Ning Zhang , Jack Shuilong Shen , Annan Zhou , Arul Arulrajah
Tunnelling and Underground Space Technology 74 262 -272
73
2017
Investigation of a large ground collapse and countermeasures during mountain tunnelling in Hangzhou: a case study
Ning Zhang , Jack Shuilong Shen , Cheng Lin , Arul Arulrajah
Bulletin of Engineering Geology and the Environment 78 ( 2) 991 -1003
29
2019
Application of LSTM approach for modelling stress–strain behaviour of soil
Ning Zhang , Shui-Long Shen , Annan Zhou , Yin-Fu Jin
Applied Soft Computing 100 106959
72
2021
Investigation on Performance of Neural Networks Using Quadratic Relative Error Cost Function
Ning Zhang , Shui-Long Shen , Annan Zhou , Ye-Shuang Xu
IEEE Access 7 106642 -106652
25
2019
Evaluation of effect of basal geotextile reinforcement under embankment loading on soft marine deposits
Ning Zhang , Shui-Long Shen , Huai-Na Wu , Jun-Chun Chai
Geotextiles and Geomembranes 43 ( 6) 506 -514
70
2015
Risk and impacts on the environment of free-phase biogas in quaternary deposits along the Coastal Region of Shanghai
Ye-Shuang Xu , Huai-Na Wu , Jack S. Shen , Ning Zhang
Ocean Engineering 137 129 -137
33
2017
Risk evaluation of excavation based on fuzzy decision-making model
Song-Shun Lin , Ning Zhang , Annan Zhou , Shui-Long Shen
Automation in Construction 136 104143
18
2022
Measurement and prediction of tunnelling-induced ground settlement in karst region by using expanding deep learning method
Ning Zhang , Annan Zhou , Yutao Pan , Shui-Long Shen
Measurement 183 109700
31
2021
Enhancement of neural networks with an alternative activation function tanhLU
Shui-Long Shen , Ning Zhang , Annan Zhou , Zhen-Yu Yin
Expert Systems with Applications 199 117181
25
2022
Time-series prediction of shield movement performance during tunneling based on hybrid model
Song-Shun Lin , Ning Zhang , Annan Zhou , Shui-Long Shen
Tunnelling and Underground Space Technology 119 104245
23
2022
Numerical evaluation of segmental tunnel lining with voids in outside backfill
Jia-Xuan Zhang , Ning Zhang , Annan Zhou , Shui-Long Shen
Underground Space 7 ( 5) 786 -797
7
2022
Real-time prediction of shield moving trajectory during tunnelling using GRU deep neural network
Nan Zhang , Ning Zhang , Qian Zheng , Ye-Shuang Xu
Acta Geotechnica 17 ( 4) 1167 -1182
17
2022