Xi'an Li

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Normalized Fourier induced coupled PINNs to solve the Dirichlet biharmonic equations in a large-scale domain.
Frontiers Comput. Sci.
Yujia Huang, Jinran Wu, Zhe Ding, Xi'an Li
2025 J jnl
A comprehensive review of artificial intelligence in Electrocardiogram diagnostics: Integrating knowledge map and meta-analysis approaches.
Appl. Soft Comput.
Yang Yang, Fenglin Zhu, Yuchao Gao, Zhihao Chen, Xi'an Li, Shangce Gao, Jinran Wu
2025 J jnl
An adaptive regression algorithm with a clustering process for multi-modal data prediction.
Discov. Comput.
Shangrui Zhao, Weiqi Yu, Yulu Wu, Jinran Wu, Xi'an Li, You-Gan Wang
2025 J jnl
Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equation.
J. Comput. Appl. Math.
Xi'an Li, Jinran Wu, Yujia Huang, Zhe Ding, Xin Tai, Liang Liu, You-Gan Wang
2025 J jnl
Normalized Fourier-induced PINN method for solving the wave propagation equation in a non-unitized domain over an extended time range.
CoRR
Jichao Ma, Dandan Liu, Jinran Wu, Xi'an Li
2024 J jnl
Improvement of Bayesian PINN Training Convergence in Solving Multi-scale PDEs with Noise.
CoRR
Yilong Hou, Xi'an Li, Jinran Wu
2024 J jnl
Multiscale-integrated deep learning approaches for short-term load forecasting.
Int. J. Mach. Learn. Cybern.
Yang Yang, Yuchao Gao, Zijin Wang, Xi'an Li, Hu Zhou, Jinran Wu
2024 J jnl
Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions.
Comput. Math. Appl.
Xi'an Li, Jiaxin Deng, Jinran Wu, Shaotong Zhang, Weide Li, You-Gan Wang
2024 J jnl
Probabilistic quantile multiple fourier feature network for lake temperature forecasting: incorporating pinball loss for uncertainty estimation.
Earth Sci. Informatics
Siyuan Liu, Jiaxin Deng, Jin Yuan, Weide Li, Xi'an Li, Jing Xu, Shaotong Zhang, Jinran Wu, You-Gan Wang
2024 J jnl
Solving a class of multi-scale elliptic PDEs by Fourier-based mixed physics informed neural networks.
J. Comput. Phys.
Xi'an Li, Jinran Wu, Xin Tai, Jianhua Xu, You-Gan Wang
2023 J jnl
Extreme Learning Machine-Assisted Solution of Biharmonic Equations via Its Coupled Schemes.
CoRR
Xi'an Li, Jinran Wu, Jiaxin Deng, Zhe Ding, You-Gan Wang, Xin Tai, Liang Liu
2023 J jnl
Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions.
CoRR
Jiaxin Deng, Xi'an Li, Jinran Wu, Shaotong Zhang, Weide Li, You-Gan Wang
2023 J jnl
Solving a class of multi-scale elliptic PDEs by means of Fourier-based mixed physics informed neural networks.
CoRR
Xi'an Li, Jinran Wu, Zhi-Qin John Xu, You-Gan Wang
2020 J jnl
Single-step triangular splitting iteration method for a class of complex symmetric linear system.
CoRR
Xi'an Li, Jian Lu