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Eunbyung Park

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

193

TOTAL CITATIONS

3

Scholarly Papers (2)

Separable Physics-Informed Neural Networks for Solving the Bgk Model of the Boltzmann Equation

Number of pages: 34 Posted: 18 Mar 2024
affiliation not provided to SSRN, Gyeongsang National University, affiliation not provided to SSRN, affiliation not provided to SSRN and Sungkyunkwan University
Downloads 61 (966,800)

Abstract:

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Boltzmann equation, BGK model, Separable Physics Informed Neural Network, Machine learning, Canonical Polyadic Decomposition, Maxwellian Splitting

Separable Physics-Informed Neural Networks for Solving the Bgk Model of the Boltzmann Equation

Number of pages: 36 Posted: 08 Jun 2024
affiliation not provided to SSRN, Gyeongsang National University, affiliation not provided to SSRN, affiliation not provided to SSRN and Sungkyunkwan University
Downloads 45 (1,144,483)
Citation 3

Abstract:

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BGK Model, Separable PINNs, High-dimensional partial differential equation, Canonical polyadic decomposition, Maxwellian Splitting, Micro-macro decomposition

2.

Rethinking Convolutional Neural Networks for Trajectory Refinement

Number of pages: 32 Posted: 13 Jun 2023
Hanbit Yoon, Usman Ali, Joonhee Choi and Eunbyung Park
affiliation not provided to SSRN, Sejong University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 87 (765,566)

Abstract:

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Trajectory refinement, Trajectory prediction, Convolutional neural network, Multishape refinement