Jinzhang Zhang

Effect of ground surface surcharge on deformational performance of tunnel in spatially variable soil

Jinzhang Zhang, Hongwei Huang, Dongming Zhang et al. · Computers and Geotechnics · 2021 · 132 citations

Geotechnical Engineering, Engineering, Deformational Performance +10

Novel approach to estimate vertical scale of fluctuation based on CPT data using convolutional neural networks

Jinzhang Zhang, Kok‐Kwang Phoon, Dongming Zhang et al. · Engineering Geology · 2021 · 102 citations

Engineering, Data Science, Robust Modeling +8

Quantitative evaluation of geological uncertainty and its influence on tunnel structural performance using improved coupled Markov chain

Jinzhang Zhang, Hongwei Huang, Dongming Zhang et al. · Acta Geotechnica · 2021 · 94 citations

Geotechnical Engineering, Underground Infrastructure, Engineering +13

Improved coupled Markov chain method for simulating geological uncertainty

Jinzhang Zhang, Zhongqiang Liu, Dongming Zhang et al. · Engineering Geology · 2022 · 79 citations

Geological Uncertainty, Uncertainty Quantification, Modeling And Simulation +3

Deep learning-based evaluation of factor of safety with confidence interval for tunnel deformation in spatially variable soil

Jinzhang Zhang, Kok‐Kwang Phoon, Dongming Zhang et al. · Journal of Rock Mechanics and Geotechnical Engineering · 2021 · 71 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21