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Jihyung Yoo

Hanyang University · 工学

研究室紹介

Professor Jihyung Yoo's research lab specializes in advanced combustion science and energy systems, focusing on improving combustion stability, efficiency, and emissions reduction in both internal combustion engines and small-scale burners. The lab employs cutting-edge diagnostic techniques—such as dynamic mode decomposition, supercontinuum laser absorption spectroscopy, and in-situ EGR sensing—to analyze flame dynamics, fuel-air mixing, and real-time species concentration. A key emphasis is placed on developing compact, high-precision sensors and innovative combustor designs for ultra-lean and low-emission operation, particularly in transportation and electric vehicle applications. The lab also investigates thermal management in battery systems using computational fluid dynamics to support next-generation energy storage and conversion technologies.

combustion stabilityEGR sensingflame dynamicssupercontinuum spectroscopylean combustion

Research Overview

Papers
52
Total Citations
541
Papers (5y)
30
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
30total
2021
2022
2023
2024
2025
Citations per year (5y)
282total
20212022202320242025

Selected Papers

15
1
Article|29 citations·2024
Thermal conductivity estimation using Physics-Informed Neural Networks with limited data
Junhyoung Jo, Yeonhwi Jeong, Jinsu Kim, Jihyung Yoo
SJR Q1Engineering Applications of Artificial Intelligence
Statistical and Nonlinear PhysicsPhysics and Astronomy
2
Article|27 citations·2019
Effect of flame interaction on swirl-stabilized mesoscale burner array performance
Jeongan Choi, Rajavasanth Rajasegar, Constandinos M. Mitsingas, Qili Liu, Tonghun Lee, Jihyung Yoo
SJR Q1Energy
Computational MechanicsEngineering
3
Article|25 citations·2022
Development of a distributed optical thermometry technique for battery cells
Seong-O Yang, Seungmin Lee, Seok Ho Song, Jihyung Yoo
SJR Q1International Journal of Heat and Mass Transfer
Automotive EngineeringEngineering
4
Article|25 citations·2018
Comprehensive Combustion Stability Analysis Using Dynamic Mode Decomposition
Rajavasanth Rajasegar, Jeongan Choi, Brendan McGann, Anna Oldani, Tonghun Lee, Stephen D. Hammack, Campbell D. Carter, Jihyung Yoo
SJR Q1Energy & Fuels

Combustion stability is an important consideration for many energy systems because of its impact on performance and efficiency. Flame dynamics that govern combustion stability are often complex and difficult to resolve, particularly from experimental data. However, recent advances in postprocessing techniques, such as dynamic mode decomposition (DMD), have partially enabled flame dynamic analysis. This study aims to provide a comprehensive measure of combustion stability through a detailed inves

Computational MechanicsEngineering
5
Article|24 citations·2024
Combined analysis of thermofluids and electromagnetism using physics-informed neural networks
Yeonhwi Jeong, Junhyoung Jo, Tonghun Lee, Jihyung Yoo
SJR Q1Engineering Applications of Artificial Intelligence
Statistical and Nonlinear PhysicsPhysics and Astronomy
6
Article|24 citations·2021
Hydrogen enhancement on a mesoscale swirl stabilized burner array
Jeongan Choi, Rajavasanth Rajasegar, Wooyoung Lee, Tonghun Lee, Jihyung Yoo
SJR Q1International Journal of Hydrogen Energy
Computational MechanicsEngineering
7
Article|21 citations·2015
Fast Spatially Resolved Exhaust Gas Recirculation (EGR) Distribution Measurements in an Internal Combustion Engine Using Absorption Spectroscopy
Jihyung Yoo, Vitaly Y. Prikhodko, James E. Parks, Anthony Perfetto, Sam Geckler, William P. Partridge
SJR Q2Applied SpectroscopyOA

Exhaust gas recirculation (EGR) in internal combustion engines is an effective method of reducing NOx emissions while improving efficiency. However, insufficient mixing between fresh air and exhaust gas can lead to cycle-to-cycle and cylinder-to-cylinder non-uniform charge gas mixtures of a multi-cylinder engine, which can in turn reduce engine performance and efficiency. A sensor packaged into a compact probe was designed, built and applied to measure spatiotemporal EGR distributions in the int

SpectroscopyChemistry
8
Article|18 citations·2024
State of health estimation of lithium-ion battery cell based on optical thermometry with physics-informed machine learning
Jeong-woo Jang, Junhyoung Jo, Jinsu Kim, Seungmin Lee, Tonghun Lee, Jihyung Yoo
SJR Q1Engineering Applications of Artificial Intelligence
Automotive EngineeringEngineering
9
Article|17 citations·2018
Development and Characterization of Additive-Manufactured Mesoscale Combustor Array
Rajavasanth Rajasegar, Constandinos M. Mitsingas, Eric Mayhew, Qili Liu, Tonghun Lee, Jihyung Yoo
SJR Q2Journal of Energy Engineering

Development of a stable and efficient small-scale combustor architecture with comparable performance emission characteristics to large-scale burners is presented. Furthermore, the proposed architecture reduced susceptibility to extinction and maintained high combustion efficiency and low emission levels under ultralean operating conditions for a wide range of combustion power outputs. Prototype burner arrays were additively manufactured and demonstrated with methane/air flames. The burner sustai

Computational MechanicsEngineering
10
Article|14 citations·2015
Position controlled pneumatic tactile display for tangential stimulation of a finger pad
Jihyung Yoo, Seokpyo Yun, Soo‐Chul Lim, Joonah Park, Kwang‐Seok Yun, Hyung-Kew Lee
SJR Q1Sensors and Actuators A Physical
Cognitive NeuroscienceNeuroscience
11
Article|14 citations·2023
A numerical study of enhanced lithium-ion battery cooling using a module insert
Jeonggwan ­Han, Wonjin Ko, Myung‐Seop Lim, Tonghun Lee, Jihyung Yoo
SJR Q1Case Studies in Thermal EngineeringOA

Thermal performance of an electric vehicle (EV) battery module with an integrated cooling insert was numerically analyzed using computational fluid dynamics (CFD). Twelve NCM prismatic cells were packaged into a module where each cell was physically isolated from its neighboring cells by the cooling insert, designed to enhance the module’s thermal performance. The battery cells and the cooling insert were attached to a thermal interface material (TIM) and a cooling plate with integrated liquid c

Automotive EngineeringEngineering
12
Article|13 citations·2020
Simultaneous Measurements of Light Hydrocarbons Using Supercontinuum Laser Absorption Spectroscopy
Michael Halloran, Nicholas Traina, Jeongan Choi, Tonghun Lee, Jihyung Yoo
SJR Q1Energy & Fuels

Simultaneous measurements of light hydrocarbon species based on near-infrared (near-IR) supercontinuum laser absorption spectroscopy (SCLAS) are demonstrated. SCLAS is a broadband absorption diagnostic technique that provides significant advantages over existing absorption diagnostic techniques. Coupled with a fast spectrum analysis strategy, accurate measurements of multiple hydrocarbon concentrations can be made concurrently. Methane (CH4), acetylene (C2H2), ethylene (C2H4), and their mixtures

SpectroscopyChemistry
13
Article|11 citations·2023
CuO-SnO2 nanocomposites: Efficient and cost-effective electrocatalysts for urea oxidation
T.V.M. Sreekanth, K. Prasad, Jihyung Yoo, Jonghoon Kim, Kisoo Yoo
SJR Q2Materials Letters
Renewable Energy, Sustainability and the EnvironmentEnergy
14
Article|11 citations·2016
High-Speed Multiplexed Spatiotemporally Resolved Measurements of Exhaust Gas Recirculation Dynamics in a Multi-Cylinder Engine Using Laser Absorption Spectroscopy
Jihyung Yoo, Vitaly Y. Prikhodko, James E. Parks, Anthony Perfetto, Sam Geckler, William P. Partridge
SJR Q2Applied Spectroscopy

The need for more environmentally friendly and efficient energy conversion is of paramount importance in developing and designing next-generation internal combustion (IC) engines for transportation applications. One effective solution to reducing emissions of mono-nitrogen oxides (NOx) is exhaust gas recirculation (EGR), which has been widely implemented in modern vehicles. However, cylinder-to-cylinder and cycle-to-cycle variations in the charge-gas uniformity can be a major barrier to optimum

SpectroscopyChemistry
15
Article|11 citations·2016
Minute Concentration Measurements of Simple Hydrocarbon Species Using Supercontinuum Laser Absorption Spectroscopy
Jihyung Yoo, Nicholas Traina, Michael Halloran, Tonghun Lee
SJR Q2Applied Spectroscopy

Minute concentration measurements of simple hydrocarbon gases are demonstrated using near-infrared supercontinuum laser absorption spectroscopy. Absorption-based gas sensors, particularly when combined with optical fiber components, can significantly enhance diagnostic capabilities to unprecedented levels. However, these diagnostic techniques are subject to limitations under certain gas sensing applications where interference and harsh conditions dominate. Supercontinuum laser absorption spectro

SpectroscopyChemistry

Research Areas

Computational MechanicsSpectroscopyAutomotive EngineeringCognitive NeuroscienceElectrical and Electronic EngineeringStatistical and Nonlinear Physics

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