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浏览/检索结果: 共6条，第1-6条 帮助 已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 Approximation capabilities of measure-preserving neural networks 期刊论文 NEURAL NETWORKS, 2022, 卷号: 147, 页码: 72-80 作者:  Zhu, Aiqing;  Jin, Pengzhan;  Tang, Yifa 收藏  |  浏览/下载：6/0  |  提交时间：2022/06/21 Measure-preserving  Neural networks  Dynamical systems  Approximation theory   System modeling in data processing of Taiji-1 mission 期刊论文 INTERNATIONAL JOURNAL OF MODERN PHYSICS A, 2021, 卷号: 36, 期号: 11N12, 页码: 23 作者:  Peng, Xiaodong;  Jin, Hongbo;  Xu, Peng;  Wang, Zhi;  Luo, Ziren 收藏  |  浏览/下载：49/0  |  提交时间：2021/06/21 Gravitational wave detection  gravitational reference sensor  data analysis  spacecraft modeling   Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators 期刊论文 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  |  浏览/下载：76/0  |  提交时间：2021/06/01 SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems 期刊论文 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  |  浏览/下载：54/0  |  提交时间：2021/04/26 Deep learning  Physics-informed  Dynamical systems  Hamiltonian systems  Symplectic maps  Symplectic integrators   Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文 NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99 作者:  Jin, Pengzhan;  Lu, Lu;  Tang, Yifa;  Karniadakis, George Em 收藏  |  浏览/下载：39/0  |  提交时间：2021/01/14 Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness   UNIT TRIANGULAR FACTORIZATION OF THE MATRIX SYMPLECTIC GROUP 期刊论文 SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2020, 卷号: 41, 期号: 4, 页码: 1630-1650 作者:  Jin, Pengzhan;  Tang, Yifa;  Zhu, Aiqing 收藏  |  浏览/下载：3/0  |  提交时间：2021/04/26 symplectic  symplectic matrix  triangular factorization  positive definite  singular symplectic matrix  generators  parameterization  unconstrained parametrization