Hongwei Guo

A Deep Collocation Method for the Bending Analysis of Kirchhoff Plate

Hongwei Guo, Xiaoying Zhuang, Timon Rabczuk · Computers, materials & continua/Computers, materials & continua (Print) · 2019 · 460 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +17

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Hongwei Guo, Xiaoying Zhuang, Xiaolong Fu et al. · Computational Mechanics · 2023 · 65 citations · Full text

Engineering, Mechanical Engineering, Physics +17

Boundary settings for the seismic dynamic response analysis of rock masses using the numerical manifold method

Yongtao Yang, Hongwei Guo, Xiaodong Fu et al. · International Journal for Numerical and Analytical Methods in Geomechanics · 2018 · 62 citations

Engineering, Civil Engineering, Earth Sciences +10

A comprehensive evaluation of ensemble machine learning in geotechnical stability analysis and explainability

Shan Lin, Zenglong Liang, Shuaixing Zhao et al. · International Journal of Mechanics and Materials in Design · 2023 · 52 citations

Engineering, Civil Engineering, Geological Engineering +16

Physics-informed deep learning for melting heat transfer analysis with model-based transfer learning

Hongwei Guo, Xiaoying Zhuang, Naif Alajlan et al. · Computers & Mathematics with Applications · 2023 · 41 citations

Engineering, Mechanical Engineering, Physics +16