Shixue Liang

Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm

De‐Cheng Feng, Zhentao Liu, Xiaodan Wang et al. · Advanced Engineering Informatics · 2020 · 269 citations

Computing, Civil Engineering, Computer Science +17

Explainable machine learning-based model for failure mode identification of RC flat slabs without transverse reinforcement

Yuanxie Shen, Linfeng Wu, Shixue Liang · Engineering Failure Analysis · 2022 · 57 citations

Engineering, Civil Engineering, Computer Science +15

Interpretable Machine Learning Models for Punching Shear Strength Estimation of FRP Reinforced Concrete Slabs

Yuanxie Shen, Junhao Sun, Shixue Liang · Crystals · 2022 · 50 citations · Full text

Engineering, Civil Engineering, Materials Engineering +16

Ensemble Machine-Learning-Based Prediction Models for the Compressive Strength of Recycled Powder Mortar

Zhengyu Fei, Shixue Liang, Yiqing Cai et al. · Materials · 2023 · 38 citations · Full text

Computing, Materials Engineering, Materials Science +15

A random medium model for simulation of concrete failure

Shixue Liang, Xiaodan Ren, Jie Li · Science China Technological Sciences · 2013 · 31 citations

Engineering, Civil Engineering, Materials Engineering +14