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UngJin Na

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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79

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Scholarly Papers (2)

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1.

Bubble segmentation and heat flux estimation in nucleate boiling using a resource-efficient deep learning framework

Number of pages: 21 Posted: 30 Aug 2025
UngJin Na, Bruno Pinheiro Serrao, JunYoung Seo, Youngjoon Suh, Juliana P. Duarte, Yoonjin Won and HangJin Jo
affiliation not provided to SSRN, University of Wisconsin-Madison, affiliation not provided to SSRN, University of California, Irvine, University of Wisconsin-Madison, University of California, Irvine and affiliation not provided to SSRN
Downloads 57 (989,921)

Abstract:

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Boiling, Heat transfer, Bubble dynamics, Deep learning

2.

Transformative Augmentation in Boiling Analysis with a Deep Learning Approach

Number of pages: 24 Posted: 01 Jul 2024
UngJin Na, SeockYong Lee, SeHyeon Park, Moonhee Choi and HangJin Jo
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Seoul National University and affiliation not provided to SSRN
Downloads 22 (1,424,331)

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Boiling, Conditional Generative Adversarial Networks, Total Reflection Visualization, infrared thermography