Juhyeong Lee

Hanyang University

Seoul

Korea, Republic of (South Korea)

  • Hanyang University

SCHOLARLY PAPERS

2

DOWNLOADS

177

TOTAL CITATIONS

3

Scholarly Papers (2)

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1.

A Novel Physics-Informed Machine Learning Strategy to Accelerate Unsteady Heat and Mass Transfer Simulations

Number of pages: 31 Posted: 06 Sep 2023
Joongoo Jeon, Juhyeong Lee, Ricardo Vinuesa and Sung Joong Kim
Hanyang University, Hanyang University, affiliation not provided to SSRN and Hanyang University
Downloads 101 (572,968)

Abstract:

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Machine learning, Computational Fluid Dynamics, transfer learning, physics-informed machine learning, simulation acceleration

2.

Physics-Informed Transfer Learning Strategy to Accelerate Unsteady Fluid Flow Simulations

Number of pages: 35 Posted: 29 Jun 2022
Joongoo Jeon, Juhyeong Lee, Hamidreza Eivazi, Ricardo Vinuesa and Sung Joong Kim
Hanyang University, Hanyang University, affiliation not provided to SSRN, affiliation not provided to SSRN and Hanyang University
Downloads 76 (682,148)
Citation 3

Abstract:

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machine learning, Computational Fluid Dynamics, Transfer learning, physics-informed loss function, simulation acceleration