Xu Chen

Transfer learning based physics-informed neural networks for solving inverse problems in engineering structures under different loading scenarios

Xu Chen, Ba Trung Cao, Yong Yuan et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 225 citations

Computing, Computational Engineering, Physics +17

Investigation on moisture damage resistance of asphalt pavement in salt and acid erosion environments based on Multi-scale analysis

Xu Chen, Dongya Ren, Gangsheng Tian et al. · Construction and Building Materials · 2022 · 69 citations · Full text

Engineering, Civil Engineering, Pavement Engineering +14

Characterization of internal pore size distribution and interconnectivity for asphalt concrete with various porosity using 3D CT scanning images

Dongya Ren, Jie Xu, Shaonan Su et al. · Construction and Building Materials · 2023 · 66 citations

Engineering, Civil Engineering, Materials Engineering +16

A multi-fidelity deep operator network (DeepONet) for fusing simulation and monitoring data: Application to real-time settlement prediction during tunnel construction

Xu Chen, Ba Trung Cao, Yong Yuan et al. · Engineering Applications of Artificial Intelligence · 2024 · 58 citations · Full text

Engineering, Civil Engineering, Computer Science +17

Determination of ductile fracture properties of 16MND5 steels under varying constraint levels using machine learning methods

Xingyue Sun, Zheng Liu, Xin Wang et al. · International Journal of Mechanical Sciences · 2022 · 51 citations

Engineering, Materials Engineering, Materials Science +16