Zhi‐Yong Zhang

Enforcing continuous symmetries in physics-informed neural network for solving forward and inverse problems of partial differential equations

Zhi‐Yong Zhang, Hui Zhang, Lisheng Zhang et al. · Journal of Computational Physics · 2023 · 49 citations

Numerical Analysis, Physics-informed Neural Network, Evolving Neural Network +11

Lie symmetry analysis and exact solutions of the time-fractional biological population model

Zhi‐Yong Zhang, Guofang Li · Physica A Statistical Mechanics and its Applications · 2019 · 46 citations

Fractional-order System, Mathematical Biophysics, Population Dynamic +3

Second-harmonic generation of blue light in bulk periodically poled LiTaO3

Shining Zhu, Yongyuan Zhu, Zhen-ju Yang et al. · Applied Physics Letters · 1995 · 42 citations

Materials Science, Photonics, Litao3 Crystal +14

Symmetry determination and nonlinearization of a nonlinear time-fractional partial differential equation

Zhi‐Yong Zhang · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2020 · 31 citations · Full text

Infinitesimal Generator, Linear Pde, Fractional-order System +9

Generalized conditional symmetry enhanced physics-informed neural network and application to the forward and inverse problems of nonlinear diffusion equations

Zhi‐Yong Zhang, Hui Zhang, Ye Liu et al. · Chaos Solitons & Fractals · 2023 · 30 citations

Physics-informed Neural Network, Pde-constrained Optimization, Physics +8