Xuzhen He

Machine learning aided stochastic reliability analysis of spatially variable slopes

Xuzhen He, Haoding Xu, Hassan Sabetamal et al. · Computers and Geotechnics · 2020 · 116 citations

Engineering, Civil Engineering, Geological Engineering +14

Success and challenges in predicting TBM penetration rate using recurrent neural networks

Feng Shan, Xuzhen He, Danial Jahed Armaghani et al. · Tunnelling and Underground Space Technology · 2022 · 96 citations

Computing, Data Science, Forecasting +13

Nanoindentation on micromechanical properties and microstructure of geopolymer with nano-SiO2 and nano-TiO2

Zhiyu Luo, Wengui Li, Yixiang Gan et al. · Cement and Concrete Composites · 2020 · 90 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +11

Numerical integration and FE implementation of a hypoplastic constitutive model

Shun Wang, Wei Wu, Chong Peng et al. · Acta Geotechnica · 2018 · 84 citations · Full text

Engineering, Civil Engineering, Computational Engineering +17

Effects of data smoothing and recurrent neural network (RNN) algorithms for real-time forecasting of tunnel boring machine (TBM) performance

Feng Shan, Xuzhen He, Danial Jahed Armaghani et al. · Journal of Rock Mechanics and Geotechnical Engineering · 2023 · 72 citations · Full text

Computing, Civil Engineering, Project Management +17