Shaoheng Guan

A predictive deep learning framework for path-dependent mechanical behavior of granular materials

Gang Ma, Shaoheng Guan, Qiao Wang et al. · Acta Geotechnica · 2022 · 40 citations

Engineering, Multiscale Mechanics, Dynamic Constitutive Behavior +9

Long-term deformation analysis of Shuibuya concrete face rockfill dam based on response surface method and improved genetic algorithm

Fuhai Yao, Shaoheng Guan, He Yang et al. · Water Science and Engineering · 2019 · 36 citations · Full text

Geotechnical Engineering, Rock Testing, Response Surface Method +15

Data-driven strain–stress modelling of granular materials via temporal convolution neural network

Mengqi Wang, Tongming Qu, Shaoheng Guan et al. · Computers and Geotechnics · 2022 · 36 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

A machine learning-based multi-scale computational framework for granular materials

Shaoheng Guan, Tongming Qu, Y.T. Feng et al. · Acta Geotechnica · 2022 · 32 citations

Civil Engineering, Multiscale Material, Granular Medium +3

Interfacial Shearing Behavior Analysis of Rockfill Using FDEM Simulation with Irregularly Shaped Particles

Fuhai Yao, Gang Ma, Shaoheng Guan et al. · International Journal of Geomechanics · 2019 · 10 citations