Haoding Xu

Machine learning aided stochastic reliability analysis of spatially variable slopes

Xuzhen He, Haoding Xu, Hassan Sabetamal et al. · Computers and Geotechnics · 2020 · 108 citations

Reliability, Reliability Engineering, Engineering +11

An improved VOF-DEM model for soil-water interaction with particle size scaling

Xuzhen He, Haoding Xu, Wengui Li et al. · Computers and Geotechnics · 2020 · 47 citations

Hydrogeology, Engineering, Water Resources +11

A pre-trained deep-learning surrogate model for slope stability analysis with spatial variability

Haoding Xu, Xuzhen He, Biswajeet Pradhan et al. · SOILS AND FOUNDATIONS · 2023 · 26 citations · Full text

Engineering, Machine Learning, Rock Slope +17

Real-time forecasting of TBM cutterhead torque and thrust force using aware-context recurrent neural networks

Feng Shan, Xuzhen He, Danial Jahed Armaghani et al. · Tunnelling and Underground Space Technology · 2024 · 24 citations · Full text

Ready-to-use deep-learning surrogate models for problems with spatially variable inputs and outputs

Xuzhen He, Haoding Xu, Daichao Sheng · Acta Geotechnica · 2022 · 23 citations · Full text

Artificial Intelligence, Model Optimization, Deep Neural Networks +14