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Sanghyeon Chang

University of California, Irvine

Division of Nephrology, University of California I

101 City Drive South, City Tower, Suite 400-ZOT;40

Orange, CA California 92868-3217

United States

  • University of California, Irvine

SCHOLARLY PAPERS

4

DOWNLOADS

366

TOTAL CITATIONS

5

Scholarly Papers (4)

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1.

VISION-iT: Deep Nuclei Tracking Framework for Digitalizing Bubbles and Droplets

Number of pages: 34 Posted: 01 Aug 2023
Youngjoon Suh, Sanghyeon Chang, Peter Simadiris, Tiffany Inouyet, Muhammad Jahidul Hoque, Siavash Khodakarami, Chirag Kharangate, Nenad Miljkovic and Yoonjin Won
University of California, Irvine, University of California, Irvine, University of California, Irvine, University of California, Irvine, University of Illinois at Urbana-Champaign - Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Case Western Reserve University, University of Illinois at Urbana-Champaign - Department of Mechanical Science and Engineering and University of California, Irvine
Downloads 127 (569,079)
Citation 1

Abstract:

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deep learning, phase-change, computer vision, boiling, condensation, heat transfer

2.

Machine Learning Boiling Prediction: From Autonomous Vision of Flow Visualization Data to Performance Parameter Theoretical Modeling

Number of pages: 48 Posted: 27 Feb 2024
Chirag Kharangate, Cho-Ning Huang, Sanghyeon Chang, Youngjoon Suh, Issam Mudawar and Yoonjin Won
Case Western Reserve University, Case Western Reserve University, University of California, Irvine, University of California, Irvine, Purdue University and University of California, Irvine
Downloads 117 (613,149)
Citation 2

Abstract:

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machine learning, flow boiling, critical heat flux, void fraction, heat transfer coefficient

3.

Autonomous Visualization of Digital Flow Bubbles for Predicting Critical Heat Flux

Number of pages: 27 Posted: 25 May 2023
Sanghyeon Chang, Youngjoon Suh, Chinmay Shingote, Cho-Ning Huang, Issam Mudawar, Chirag Kharangate and Yoonjin Won
University of California, Irvine, University of California, Irvine, Case Western Reserve University, Case Western Reserve University, Purdue University, Case Western Reserve University and University of California, Irvine
Downloads 111 (635,507)
Citation 2

Abstract:

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Flow boiling, digital bubbles, microgravity, computer vision, autonomous feature extraction

4.

InstaEvent: Event-Based Mapping of Flow Boiling Instabilities and Pressure Drop

Number of pages: 26 Posted: 02 Jul 2026
Sanghyeon Chang and Yoonjin Won
University of California, Irvine and University of California, Irvine
Downloads 11

Abstract:

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flow boiling, Event-based sensing, Neuromorphic event camera, Interfacial activity, Instability, Pressure drop