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Sung Joon Kim

Hanyang University · Engineering

About the Lab

Professor Sung Joon Kim's research lab specializes in advanced thermal fluids and energy systems, with a strong focus on nanofluid-based heat transfer enhancement, particularly in boiling heat transfer and flow boiling applications. The lab investigates the mechanisms behind critical heat flux (CHF) improvement using nanoparticles such as alumina, zirconia, and diamond in water-based nanofluids, emphasizing surface morphology changes and wettability enhancement. Additionally, the lab explores innovative applications in biomedical engineering, including implantable retinal stimulation systems, and applies cutting-edge machine learning techniques—such as physics-informed neural networks—to accelerate computational fluid dynamics (CFD) simulations for complex reacting flows.

nanofluidsboiling heat transfercritical heat fluxphysics-informed machine learninghydrogen safety

Research Overview

Papers
222
Total Citations
4,428
Papers (5y)
46
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
46total
2022
2023
2024
2025
2026
Citations per year (5y)
282total
20222023202420252026

Selected Papers

15
1
Article|838 citations·2007
Surface wettability change during pool boiling of nanofluids and its effect on critical heat flux
Sung Joong Kim, In Cheol Bang, Jacopo Buongiorno, Lin-Wen Hu
SJR Q1International Journal of Heat and Mass Transfer
Biomedical EngineeringEngineering
2
Article|373 citations·2006
Effects of nanoparticle deposition on surface wettability influencing boiling heat transfer in nanofluids
Sung Joong Kim, In Cheol Bang, Jacopo Buongiorno, Lin Hu
SJR Q1Applied Physics Letters

Buildup of a porous layer of nanoparticles on the heated surface occurs upon boiling of nanofluids containing alumina, zirconia, or silica nanoparticles. This layer significantly improves the surface wettability, as shown by a reduction of the static contact angle on the nanofluid-boiled surfaces compared with the pure-water-boiled surfaces. The contact angle reduction is attributed to changes in surface energy and surface morphology brought about by the presence of the nanoparticle layer. The h

Biomedical EngineeringEngineering
3
Article|151 citations·2009
Experimental Study of Flow Critical Heat Flux in Alumina-Water, Zinc-Oxide-Water, and Diamond-Water Nanofluids
Sung Joong Kim, Tom McKrell, Jacopo Buongiorno, Lin-wen Hu
Journal of Heat Transfer

It is shown that addition of alumina, zinc-oxide, and diamond particles can enhance the critical heat flux (CHF) limit of water in flow boiling. The particles used here were in the nanometer range (<100 nm) and at low concentration (≤0.1 vol %). The CHF tests were conducted at 0.1 MPa and at three different mass fluxes (1500 kg/m2 s, 2000 kg/m2 s, and 2500 kg/m2 s). The thermal conditions at CHF were subcooled. The maximum CHF enhancement was 53%, 53%, and 38% for alumina, zinc oxide, and dia

Mechanical EngineeringEngineering
4
Article|143 citations·2010
Subcooled flow boiling heat transfer of dilute alumina, zinc oxide, and diamond nanofluids at atmospheric pressure
Sung Joong Kim, Tom McKrell, Jacopo Buongiorno, Lin-Wen Hu
SJR Q1Nuclear Engineering and Design
Biomedical EngineeringEngineering
5
Article|117 citations·2017
Capillary wicking effect of a Cr-sputtered superhydrophilic surface on enhancement of pool boiling critical heat flux
Hong Hyun Son, Gwang Hyeok Seo, Uiju Jeong, Do Young Shin, Sung Joong Kim
SJR Q1International Journal of Heat and Mass Transfer
Mechanical EngineeringEngineering
6
Article|84 citations·2008
Alumina Nanoparticles Enhance the Flow Boiling Critical Heat Flux of Water at Low Pressure
Sung Joong Kim, Thomas McKrell, Jacopo Buongiorno, Lin-Wen Hu
Journal of Heat Transfer

Many studies have shown that addition of nanosized particles to water enhances the critical heat flux (CHF) in pool boiling. The resulting colloidal dispersions are known in the literature as nanofluids. However, for most potential applications of nanofluids the situation of interest is flow boiling. This technical note presents first-of-a-kind data for flow boiling CHF in nanofluids. It is shown that a significant CHF enhancement (up to ∼30%) can be achieved with as little as 0.01% by volume co

Biomedical EngineeringEngineering
7
Article|72 citations·2008
A Suprachoroidal Electrical Retinal Stimulator Design for Long‐Term Animal Experiments and In Vivo Assessment of Its Feasibility and Biocompatibility in Rabbits
Jingai Zhou, Se Joon Woo, S. I. Park, Eui‐Tae Kim, Jong-Mo Seo, H. Chung, Sung Joong Kim
SJR Q2BioMed Research InternationalOA

This article reports on a retinal stimulation system for long-term use in animal electrical stimulation experiments. The presented system consisted of an implantable stimulator which provided continuous electrical stimulation, and an external component which provided preset stimulation patterns and power to the implanted stimulator via a paired radio frequency (RF) coil. A rechargeable internal battery and a parameter memory component were introduced to the implanted retinal stimulator. As a res

Cellular and Molecular NeuroscienceNeuroscience
8
Article|71 citations·1997
Satellite-RNA-mediated resistance to cucumber mosaic virus in transgenic plants of hot pepper (Capsicum annuum cv. Golden Tower)
Sung Joong Kim, Shinhyung Lee, B.-D. Kim, Kyung-Hee Paek
SJR Q1Plant Cell Reports
Plant ScienceAgricultural and Biological Sciences
9
Article|68 citations·2020
Recent Progress in Hydrogen Flammability Prediction for the Safe Energy Systems
Joongoo Jeon, Sung Joong Kim
SJR Q1EnergiesOA

Many countries consider hydrogen as a promising energy source to resolve the energy challenges over the global climate change. However, the potential of hydrogen explosions remains a technical issue to embrace hydrogen as an alternate solution since the Hindenburg disaster occurred in 1937. To ascertain safe hydrogen energy systems including production, storage, and transportation, securing the knowledge concerning hydrogen flammability is essential. In this paper, we addressed a comprehensive r

Aerospace EngineeringEngineering
10
Article|57 citations·2023
Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning
Joongoo Jeon, Juhyeong Lee, Ricardo Vinuesa, Sung Joong Kim
SJR Q1International Journal of Heat and Mass Transfer
Statistical and Nonlinear PhysicsPhysics and Astronomy
11
Article|55 citations·2016
Enhanced pool boiling critical heat flux with a FeCrAl layer fabricated by DC sputtering
Gwang Hyeok Seo, Gyoodong Jeun, Sung Joong Kim
SJR Q1International Journal of Heat and Mass Transfer
Materials ChemistryMaterials Science
12
Article|54 citations·2016
Layer-by-layer carbon nanotube coatings for enhanced pool boiling heat transfer on metal surfaces
Seunghyeon Lee, Gwang Hyeok Seo, Sanghyeok Lee, Uiju Jeong, Sang Jun Lee, Sung Joong Kim, Wonjoon Choi
SJR Q1Carbon
Mechanical EngineeringEngineering
13
Article|50 citations·2007
Self-assembled arrays of ZnO stripes by anodization
Sung Joong Kim, Jinsub Choi
SJR Q2Electrochemistry Communications
Materials ChemistryMaterials Science
14
Article|47 citations·2014
Enhanced critical heat flux with single-walled carbon nanotubes bonded on metal surfaces
Gwang Hyeok Seo, Hayoung Hwang, Jongwoong Yoon, Taehan Yeo, Hong Hyun Son, Uiju Jeong, Gyoodong Jeun, Wonjoon Choi, Sung Joong Kim
SJR Q1Experimental Thermal and Fluid Science
Mechanical EngineeringEngineering
15
Article|40 citations·2018
Experimental study of saturated pool boiling heat transfer with FeCrAl- and Cr-layered vertical tubes under atmospheric pressure
Hong Hyun Son, Yun Sik Cho, Sung Joong Kim
SJR Q1International Journal of Heat and Mass Transfer
Mechanical EngineeringEngineering

Research Areas

Aerospace EngineeringMechanical EngineeringMaterials ChemistryStatistics, Probability and UncertaintyBiomedical EngineeringCivil and Structural Engineering

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