中国科学院机构知识库网格系统: 检索

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	Knowledge-informed deep learning to mitigate bias in joint air pollutant prediction 期刊论文 OAI收割 ENVIRONMENT INTERNATIONAL, 2025, 卷号: 206, 页码: 109915 作者: Li, Lianfa; Khalili, Roxana; Lurmann, Frederick; Pavlovic, Nathan; Wu, Jun \| 收藏 \|
	Three-dimensional seepage analysis for the tunnel in nonhomogeneous porous media with physics-informed deep learning 期刊论文 OAI收割 ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2025, 卷号: 175, 页码: 12 作者: Lin, Shan; Dong, Miao; Luo, Hongming; Guo, Hongwei; Zheng, Hong \| 收藏 \|
	Direct numerical simulation of natural convection based on parameter-input physics-informed neural networks 期刊论文 OAI收割 INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2025, 卷号: 236, 页码: 126379 作者: \| 收藏 \|
	A framework of data assimilation for wind flow fields by physics-informed neural networks 期刊论文 OAI收割 APPLIED ENERGY, 2024, 卷号: 371, 页码: 18 作者: Yan C(闫畅); Xu SF(许盛峰); Sun ZX(孙振旭); Lutz, Thorsten; Guo DL(郭迪龙) \| 收藏 \|
	Physics-informed deep-learning parameterization of ocean vertical mixing improves climate simulations CNKI期刊论文 OAI收割 2022 作者: Yuchao Zhu; Rong-Hua Zhang; James N.Moum; Fan Wang; Xiaofeng Li \| 收藏 \|
	Data-driven peakon and periodic peakon solutions and parameter discovery of some nonlinear dispersive equations via deep learning 期刊论文 OAI收割 PHYSICA D-NONLINEAR PHENOMENA, 2021, 卷号: 428, 页码: 15 作者: Wang, Li; Yan, Zhenya \| 收藏 \|
	Data-driven rogue waves and parameter discovery in the defocusing nonlinear Schrodinger equation with a potential using the PINN deep learning 期刊论文 OAI收割 PHYSICS LETTERS A, 2021, 卷号: 404, 页码: 7 作者: Wang, Li; Yan, Zhenya \| 收藏 \|
	Solving forward and inverse problems of the logarithmic nonlinear Schrodinger equation with PT-symmetric harmonic potential via deep learning 期刊论文 OAI收割 PHYSICS LETTERS A, 2021, 卷号: 387, 页码: 12 作者: Zhou, Zijian \| 收藏 \|
	SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems 期刊论文 OAI收割 NEURAL NETWORKS, 2020, 卷号: 132, 页码: 166-179 作者: Jin, Pengzhan; Zhang, Zhen; Zhu, Aiqing; Tang, Yifa; Karniadakis, George Em \| 收藏 \|