Benrong Zhang

Multi-domain physics-informed neural network for solving forward and inverse problems of steady-state heat conduction in multilayer media

Benrong Zhang, Guozheng Wu, Yan Gu et al. · Physics of Fluids · 2022 · 108 citations

Computing, Computational Engineering, Mechanical Engineering +17

Multi-domain physics-informed neural networks for solving transient heat conduction problems in multilayer materials

Benrong Zhang, Fajie Wang, Lin Qiu · Journal of Applied Physics · 2023 · 41 citations

Engineering, Materials Science, Physics +17

Adaptive fractional physics-informed neural networks for solving forward and inverse problems of anomalous heat conduction in functionally graded materials

Xingdan Ma, Lin Qiu, Benrong Zhang et al. · International Journal of Heat and Mass Transfer · 2024 · 26 citations

Natural Sciences, Materials Science, Physics +14

Enriched physics-informed neural networks for dynamic Poisson-Nernst-Planck systems

Xujia Huang, Fajie Wang, Benrong Zhang et al. · Mathematics and Computers in Simulation · 2025 · 18 citations

Computing, Computer Science, Physics +12