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08/19/2023
FEM-PIKFNNs for underwater acoustic propagation induced by structural vibrations in different ocean environments
In this paper, a novel hybrid method based on the finite element method ...
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07/19/2023
Simulating time-harmonic acoustic wave effects induced by periodic holes/inclusions on surfaces
This paper introduces the first attempt to employ a localized meshless m...
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06/05/2023
Physics-Informed Kernel Function Neural Networks for Solving Partial Differential Equations
This paper proposed a novel radial basis function neural network (RBFNN)...
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03/04/2021
Physics-informed Neural Networks for Elliptic Partial Differential Equations on 3D Manifolds
Motivated by recent research on Physics-Informed Neural Networks (PINNs)...
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11/17/2017
