中国矿业大学主页平台系统李西安--中文主页--科学研究

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李西安 赞
的个人主页 http://faculty.cumt.edu.cn/lixian/zh_CN/index.htm

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偏微分方程的数值解法和神经网络解法、参数反演问题以及信号的自主化发生技术和仪器仪表的智能化校准

Xi'an Li,Jinran Wu,Xiao Ning,Yangshuai Wang,Lei Zhang.Bayesian physics-informed neural networks to solve the partial differential equations with noise and incomplete constraints.The Innovation Informatics,2026
Xi'an Li,Jinran Wu,Yujia Huang,Zhe Ding,Xin Tai,Liang Liu,You-Gan Wang.Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equation.Journal of Computational and Applied Mathematics,2025
Xi'an Li,Jinran Wu,You-Gan Wang,Xin Tai,Jianhua Xu.Solving a class of multi-scale elliptic PDEs by Fourier-based mixed physics informed neural networks.Journal of Computational Physics,2024
Xi'an Li,Zhiqin Xu,Lei Zhang.Subspace Decomposition based DNN algorithm for elliptic type multi-scale PDEs.Journal of Computational Physics,2023
Xi'an Li,Zhiqin Xu,Lei Zhang.A Multi-Scale DNN Algorithm for Nonlinear Elliptic Equations with Multiple Scales.Communications in Computational Physics,2020

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，噪声干扰或不充分约束下多尺度偏微分方程的贝叶斯PINN方法研究，国家自然科学基，2025/08/27

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