中国科学院机构知识库网格系统: 检索

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	A spectral method for stochastic fractional PDEs using dynamically-orthogonal/bi-orthogonal decomposition 期刊论文 OAI收割 JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 461, 页码: 17 作者: Zhao, Yue; Mao, Zhiping; Guo, Ling; Tang, Yifa; Karniadakis, George Em \| 收藏 \|
	Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators 期刊论文 OAI收割 NATURE MACHINE INTELLIGENCE, 2021, 卷号: 3, 期号: 3, 页码: 218-+ 作者: Lu, Lu; Jin, Pengzhan; Pang, Guofei; Zhang, Zhongqiang; Karniadakis, George Em \| 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 \|
	Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文 OAI收割 NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99 作者: Jin, Pengzhan; Lu, Lu; Tang, Yifa; Karniadakis, George Em \| 收藏 \|
	Concurrent coupling of atomistic simulation and mesoscopic hydrodynamics for flows over soft multi-functional surfaces 期刊论文 OAI收割 SOFT MATTER, 2019, 卷号: 15, 期号: 8, 页码: 1747-1757 作者: Wang, Yuying; Li, Zhen; Xu, Junbo; Yang, Chao; Karniadakis, George Em \| 收藏 \|