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Yanglong Lu

Hong Kong University of Science & Technology (HKUST)

  • Hong Kong University of Science & Technology (HKUST)

SCHOLARLY PAPERS

2

DOWNLOADS

166

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Solving Spatial-Temporal Pdes with Arbitrary Boundary Conditions Using Physics-Constrained Convolutional Recurrent Neural Networks

Downloads 122 (592,433)

Solving Spatial-Temporal Pdes with Arbitrary Boundary Conditions Using Physics-Constrained Convolutional Recurrent Neural Networks

Number of pages: 28 Posted: 11 Dec 2024
Guangfa Li, Yanglong Lu and Dehao Liu
Binghamton University, Hong Kong University of Science & Technology (HKUST) and Binghamton University
Downloads 84 (792,223)

Abstract:

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Machine Learning, Physics-constrained neural networks, Convolutional recurrent neural networks, Finite difference, Spatial-temporal partial differential equations.

Solving Spatial-Temporal Pdes with Arbitrary Boundary Conditions Using Physics-Constrained Convolutional Recurrent Neural Networks

Number of pages: 27 Posted: 03 Sep 2024
Guangfa Li, Yanglong Lu and Dehao Liu
Binghamton University, Hong Kong University of Science & Technology (HKUST) and Binghamton University
Downloads 38 (1,238,337)

Abstract:

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machine learning, Physics-constrained neural networks, Convolutional recurrent neural networks, Finite difference, Spatial-temporal partial differential equations.

2.

Clustering-Based Physics-Constrained Dictionary Learning for Simultaneous Compression, Denoising, and Slice Reconstruction of Medical Images

Number of pages: 31 Posted: 26 Nov 2024
Longye Pan and Yanglong Lu
Hong Kong University of Science & Technology (HKUST) and Hong Kong University of Science & Technology (HKUST)
Downloads 44 (1,145,425)

Abstract:

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image compression, Denoising, Image reconstruction, dictionary learning, Sparse coding