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Hyungrok Do

Seoul National University · Engineering

About the Lab

Professor Hyungrok Do's research lab specializes in high-speed optical diagnostics, hypersonic propulsion, and advanced optical communication systems. The lab investigates fundamental fluid dynamics and combustion phenomena in scramjet engines under extreme flight conditions, focusing on flame stabilization, inlet unstart mechanisms, and plasma-based sensing. It also develops high-bandwidth optical transceivers for next-generation data center interconnects, addressing challenges in high-speed modulation and signal integrity. Additionally, the lab explores fairness in machine learning for predictive modeling, particularly in mitigating bias in data-driven decision systems.

hypersonic propulsionplasma diagnosticsoptical communicationscramjet combustionfairness in machine learning

Research Overview

Papers
144
Total Citations
1,468
Papers (5y)
61
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
61total
2022
2023
2024
2025
2026
Citations per year (5y)
217total
20222023202420252026

Selected Papers

15
1
Article|160 citations·2018
Unstart phenomena induced by flow choking in scramjet inlet-isolators
Seong-kyun Im, Hyungrok Do
SJR Q1Progress in Aerospace Sciences
Computational MechanicsEngineering
2
Article|82 citations·2014
Simultaneous gas density and fuel concentration measurements in a supersonic combustor using laser induced breakdown
Hyungrok Do, Campbell D. Carter, Qili Liu, Timothy Ombrello, Stephen D. Hammack, Tonghun Lee, Kuang-Yu Hsu
SJR Q1Proceedings of the Combustion Institute
Mechanics of MaterialsEngineering
3
Article|69 citations·2013
Hydrocarbon fuel concentration measurement in reacting flows using short-gated emission spectra of laser induced plasma
Hyungrok Do, Campbell Carter
SJR Q1Combustion and Flame
Mechanics of MaterialsEngineering
4
Article|45 citations·2015
Direct spectrum matching of laser-induced breakdown for concentration and gas density measurements in turbulent reacting flows
Brendan McGann, Campbell D. Carter, Timothy Ombrello, Hyungrok Do
SJR Q1Combustion and Flame
Mechanics of MaterialsEngineering
5
Article|41 citations·2016
Gas property measurements in a supersonic combustor using nanosecond gated laser-induced breakdown spectroscopy with direct spectrum matching
Brendan McGann, Campbell D. Carter, Timothy Ombrello, Stephen D. Hammack, Tonghun Lee, Hyungrok Do
SJR Q1Proceedings of the Combustion Institute
Mechanics of MaterialsEngineering
6
Article|21 citations·2022
Deep learning-based denoising for fast time-resolved flame emission spectroscopy in high-pressure combustion environment
Taekeun Yoon, Seonwoong Kim, Hosung Byun, Younsik Kim, Campbell D. Carter, Hyungrok Do
SJR Q1Combustion and Flame
Computational MechanicsEngineering
7
Article|21 citations·2019
Impacts of N2 and CO2 diluent gas composition on flame emission spectroscopy for fuel concentration measurements in flames
Sungkyun Oh, Youchan Park, Guwon Seon, Wontae Hwang, Hyungrok Do
SJR Q1International Journal of Heat and Mass Transfer
Computational MechanicsEngineering
8
Article|15 citations·2009
Linear beamforming and superposition coding with common information for the gaussian MIMO broadcast channel
Hyungrok Do, Sae-Young Chung
SJR Q1IEEE Transactions on Communications

A Gaussian multiple-input multiple-output broadcast channel (MIMO GBC) is considered. Throughout the paper it is assumed that 1) input signals are Gaussian and 2) perfect channel state information is available at the transmitter and at the receivers. By considering each data stream as a single user, the uplink-downlink signal-to-interference-plus-noise (SINR) duality is generalized to the MIMO case with general cross-talk matrix. The duality is subsequently applied to finding the solution for th

Electrical and Electronic EngineeringEngineering
9
Article|15 citations·2012
Inlet Unstart of an Ethylene-Fueled Model Scramjet with a Mach 4.5 Freestream Flow
Hyungrok Do, Andrea Passaro, Damiano Baccarella
18th AIAA/3AF International Space Planes and Hypersonic Systems and Technologies Conference

Inlet unstart mechanism in an ethylene-fueled model scramjet is investigated using a pulsed arc-heated hypersonic wind tunnel simulating supersonic/hypersonic flight conditions (Mach 4.5, 6, and 9 flows). The inlet unstart is ca used by excessive heat release from ethylene combustion reactions with Mach 4.5 freestream flows of 500 K static temperature and 2,500 K stagnation temperature. Flame evolution during a test time of approximately 150 milliseconds is optically resolved by a fast framin g

Computational MechanicsEngineering
10
Article|14 citations·2021
Novel calibration-free seedless velocimetry using laser-induced shockwave
Ju-Hyun Bae, Hosung Byun, Taekeun Yoon, Campbell D. Carter, Hyungrok Do
SJR Q1Experimental Thermal and Fluid Science
Mechanics of MaterialsEngineering
11
Article|13 citations·2022
Proper orthogonal decomposition of continuum-dominated emission spectra for simultaneous multi-property measurements
Taekeun Yoon, Yu‐Eop Kang, Seonwoong Kim, Youchan Park, Kwanjung Yee, Campbell D. Carter, Stephen D. Hammack, Hyungrok Do
SJR Q1Energy
SpectroscopyChemistry
12
Article|13 citations·2021
A 64 Gb/s 2.09 pJ/b PAM-4 VCSEL Transmitter with Bandwidth Extension Techniques in 40 nm CMOS
Hyungrok Do, Jung-Woo Sull, Seunghyun Lee, Kwang‐Ho Lee, Deog‐Kyoon Jeong
2021 IEEE Asian Solid-State Circuits Conference (A-SSCC)

The data-rate requirement for a data center interconnect is being switched to 400 Gb/s. For the optical interface, the electro-optical transmitter chip designed in the CMOS process has been proposed rather than the BiCMOS process as technology advances. On the other hand, vertical-cavity surface-emitting laser (VCSEL) has been a popular candidate for the optical modulation device of the 400 GbE interconnect because of its cost and packaging efficiency [1] –[7]. However, the high operating voltag

Electrical and Electronic EngineeringEngineering
13
Article|11 citations·2016
Determinants of laser-induced breakdown spectra in N2–O2mixtures
Moon Soo Bak, Brendan McGann, Campbell Carter, Hyungrok Do
SJR Q1Journal of Physics D Applied Physics

Potential determinants of the laser-induced breakdown spectra in N 2 –O 2 mixtures are investigated with varying species concentration, laser energy, and exposure time (equal to the detector’s intensifier gate time). A focused laser beam with pulse energy 29 mJ, 38 mJ, or 46 mJ generates the breakdown plasma in a N 2 mixture containing O 2 from 0% to 21% in mole fraction. Time-resolved measurements of the breakdown emission spectra with 2 or 10 ns exposure are carried out beginning from the arri

Mechanics of MaterialsEngineering
14
Article|11 citations·2020
Non-intrusive laser-induced breakdown spectroscopy in flammable mixtures via limiting inverse-bremsstrahlung photon absorption
Sungkyun Oh, Campbell D. Carter, Youchan Park, Sangeun Bae, Hyungrok Do
SJR Q1Combustion and Flame
Mechanics of MaterialsEngineering
15
Article|11 citations·2013
Ethylene Flame Dynamics in an Arc-Heated Hypersonic Wind Tunnel
Hyungrok Do, Andrea Passaro, Tonghun Lee, Damiano Baccarella
51st AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition

Ethylene flame dynamics in a model scramjet is investigated using a pulsed-arc-heated hypersonic wind tunnel simulating supersonic/hypersonic flight conditions (Mach 4.5, 6 and 9 flows of up to 3,500K stagnation temperature). A partially-premixed ethylene flame is auto-ignited with Mach 4.5, 6 and 9 freestream flows in a region downstream of a fuel jet where the high enthalpy flow is compressed and decelerated by incident/reflected shockwaves and development of boundary layers. This flame propag

Computational MechanicsEngineering

Research Areas

Computational MechanicsMechanics of MaterialsAerospace EngineeringElectrical and Electronic EngineeringArtificial IntelligenceRadiology, Nuclear Medicine and Imaging

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