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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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NEURAL NET... [2]
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Indexed By：SCI
Source Publication：NEURAL NETWORKS
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Approximation capabilities of measure-preserving neural networks
期刊论文
NEURAL NETWORKS, 2022, 卷号: 147, 页码: 72-80
Authors:
Zhu, Aiqing
;
Jin, Pengzhan
;
Tang, Yifa
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View/Download：84/0
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Submit date：2022/06/21
Measure-preserving
Neural networks
Dynamical systems
Approximation theory
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems
期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 166-179
Authors:
Jin, Pengzhan
;
Zhang, Zhen
;
Zhu, Aiqing
;
Tang, Yifa
;
Karniadakis, George Em
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View/Download：118/0
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Submit date：2021/04/26
Deep learning
Physics-informed
Dynamical systems
Hamiltonian systems
Symplectic maps
Symplectic integrators
