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Dong Joo Min

Seoul National University · 地球惑星科学

研究室紹介

Professor Dong Joo Min's research lab specializes in advanced materials and computational modeling for sustainable energy and geoscience applications. The lab focuses on developing next-generation organic electrode materials for high-performance lithium-ion batteries, particularly exploring redox-active compounds like s-tetrazine derivatives for improved energy storage. In parallel, the lab pioneers innovative numerical methods in seismic wave modeling and inversion, aiming to enhance accuracy and efficiency in subsurface imaging for carbon capture and storage (CCS) and offshore geohazard assessment. The integration of machine learning with geophysical data processing further strengthens the lab’s capability in seismic trace reconstruction and reservoir characterization.

energy storageseismic modelingcarbon capture and storageorganic electrodesmachine learning in geophysics

Research Overview

Papers
106
Total Citations
336
Papers (5y)
25
Primary Field
地球惑星科学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
25total
2021
2022
2023
2024
2025
Citations per year (5y)
43total
20212022202320242025

Selected Papers

15
1
Article|36 citations·2014
3D Laplace-domain full waveform inversion using a single GPU card
Jungkyun Shin, Wansoo Ha, Hyunggu Jun, Dong‐Joo Min, Changsoo Shin
SJR Q1Computers & Geosciences
GeophysicsEarth and Planetary Sciences
2
Article|34 citations·2004
Free-Surface Boundary Condition in Finite-Difference Elastic Wave Modeling
Dong‐Joo Min
SJR Q1Bulletin of the Seismological Society of America

We design a new frequency-domain, finite-difference approach, based on a displacement formulation, which correctly describes the stress-free conditions at a free surface. In the conventional, displacement-based finite-difference method, we assign both displacements and material properties such as density and Lame constants to nodal points (a node-based grid set), whereas in our new finite-difference method, displacements are still defined at nodal points but material properties within cells (a c

GeophysicsEarth and Planetary Sciences
3
Article|34 citations·2003
Weighted-Averaging Finite-Element Method for 2D Elastic Wave Equations in the Frequency Domain
Dong‐Joo Min
SJR Q1Bulletin of the Seismological Society of America

We present a weighted-averaging frequency-domain finite-element method for an accurate and efficient 2D elastic wave modeling technique. Our method introduces three kinds of supplementary element sets in addition to a basic element set that is used in the standard finite-element method. By constructing global stiffness and mass matrices for four kinds of element sets and then averaging them with weighting coefficients, we obtain a new global stiffness and mass matrix. With optimal weighting coef

GeophysicsEarth and Planetary Sciences
4
Article|34 citations·2018
s‐Tetrazines as a New Electrode‐Active Material for Secondary Batteries
Dong‐Joo Min, Fabien Miomandre, Pierre Audebert, Ji Eon Kwon, Soo Young Park
SJR Q1ChemSusChem

Because of the limitations of conventional metal-oxide-based electrodes, studies on organic redox-active materials as alternative electrodes for secondary batteries are emerging. However, reported organic electrode materials are still limited to a few kinds of organic redox groups. Therefore, the development of new redox-active groups for high-performance electrode materials is indispensable. Here, we evaluate s-tetrazine derivatives as a new electrode material in Li-ion batteries and study thei

Electrical and Electronic EngineeringEngineering
5
Article|24 citations·2005
Feasibility of the surface-wave method for the assessment of physical properties of a dam using numerical analysis
Dong‐Joo Min, Hyoung-Soo Kim
SJR Q2Journal of Applied Geophysics
GeophysicsEarth and Planetary Sciences
6
Article|23 citations·2011
Source estimation and direct wave reconstruction in Laplace-domain waveform inversion for deep-sea seismic data
Nam‐Hyung Koo, Changsoo Shin, Dong‐Joo Min, Keun‐Pil Park, Ho‐Young Lee
SJR Q1Geophysical Journal InternationalOA

We propose a strategy to overcome the high sensitivity to early-time noise of the Laplace-domain waveform inversion. In deep-sea seismic data, this problem is particularly crucial to obtaining accurate velocity structures. To this end, rather than simply filtering or muting early-time data, we propose replacing the original, noise-contaminated direct waves with analytically computed noise-free waves. To reconstruct the noise-free direct waves, we compute Green′s functions for half-space media, e

GeophysicsEarth and Planetary Sciences
7
Article|15 citations·2011
Source-independent elastic waveform inversion using a logarithmic wavefield
Y. Choi, Dong‐Joo Min
SJR Q2Journal of Applied Geophysics
GeophysicsEarth and Planetary Sciences
8
Article|12 citations·2022
Coarse-Refine Network With Upsampling Techniques and Fourier Loss for the Reconstruction of Missing Seismic Data
Hanjoon Park, Joongku Lee, Jongha Hwang, Dong‐Joo Min
SJR Q1IEEE Transactions on Geoscience and Remote Sensing

Seismic data are often irregularly or insufficiently sampled along the spatial direction due to malfunctioning of receivers and limited survey budgets. Recently, machine learning techniques have begun to be used to effectively reconstruct missing traces and obtain densely sampled seismic gathers. One of the most widely used machine learning techniques for seismic trace interpolation is UNet with the mean-squared error (MSE). However, seismic trace interpolation with the UNet architecture suffers

GeophysicsEarth and Planetary Sciences
9
Article|9 citations·2013
Latest CO2 Transport, Storage and Monitoring R&D Progress in Republic of Korea: Offshore Geologic Storage
Cheol Huh, Seong-Gil Kang, Myung-Ho Park, Keum-Suk Lee, Young‐Gyu Park, Dong‐Joo Min, Jung‐Seok Lee
Energy ProcediaOA

The objective of the present study is to review and introduce R&D strategy, progress and plan focused on marine geological storage in Republic of Korea. Marine geological storage of CO2 is to transport and to store CO2 captured from major point sources into the offshore geologic formations. The present project focused on an investigation into potential CO2 storage in the Korean continental shelves. This technology development plan is to meet Korean Government's CCS demonstration plan to explore

Environmental ChemistryEnvironmental Science
10
Article|8 citations·2021
Synthesis and Electro-Optical Properties of a New Conjugated Polymer Based on a Tetrazine Moiety for Solution-Processed Devices
Dong‐Joo Min, Raveendra Jillella, Sangshin Park, Seokwoo Kang, Soo Young Park, Jongwook Park
SJR Q2Macromolecular Research
Electrical and Electronic EngineeringEngineering
11
Article|8 citations·2015
Multi-stage full waveform inversion strategy for 2D elastic VTI media
Ju‐Won Oh, Tariq Alkhalifah, Dong‐Joo Min

Summary One of the most important issues in the multi-parametric full waveform inversion (FWI) is to find an optimal parameterization, which helps us recover the subsurface anisotropic parameters as well as seismic velocities, with minimal tradeoff. As a result, we analyze three different parameterizations for elastic VTI media in terms of the influence of the S-waves on the gradient direction for c13, the spatial coverage of gradient direction and the degree of trade-offs between the parameters

GeophysicsEarth and Planetary Sciences
12
Article|3 citations·2008
국내 금속광 탐사를 위한 쌍극자-쌍극자 전기탐사의 적용성 연구
민동주, 정현기, 박삼규, 전효택, 곽나은
http://ieg.or.kr/include/file_down.php?save_path=/data1/abstract&filename=Q110310.PDF&filename2=Q110310.PDF

금속광산탐사에서 많이 이용되는 물리탐사 방법 중의 하나인 쌍극자-쌍극자 배열 전기비저항탐사의 실제 광산탐사에 대한 적용성을 평가하기 위하여 단순화된 광상구조에 대하여 현장자료 시뮬레이션 및 역산해석을 수행하였다. 실제 광상모형으로는 국내 여러 금속광상 중에서 가장 분포 빈도가 높은 맥상광상을 대상으로 하였다. 국내 맥상광상의 맥폭이 대부분 수십 cm에서 2 m 이내라는 점에 기초하여 맥폭을 변화시키고, 광맥의 물성을 변화시켰으며, 쌍극자-쌍극자 배열 전기비저항탐사의 전극간격은 40 m로 가정하였다. 맥폭이 1 m 이하일 경우 주변암과 광맥의 전기적 물성차가 300배이상 되는 경우에도 저비저항대가 나타나지 않았다. 맥폭이 커질수록 그리고 비저항의 차가 클수록 저비저항대가 뚜렷하게 나타났으나, 넓은 전극간격과 역산에 이용된 셀 크기가 심부로 갈수록 커져서 대체로 저 비저항대의 폭이 과장되게 나타났고, 깊이 또한 실제 깊이보다 깊게 나타났다. 실제 천열수광상 모형을 가정하고 현재 가행 중

13
Article|2 citations·2006
Comparison of Regularization Techniques for Waveform Inversion
Dong‐Joo Min, Ugeun Jang, Changsoo Shin
68th EAGE Conference and Exhibition incorporating SPE EUROPEC 2006

We compare different regularization techniques of the steepest-descent directions appearing in waveform inversion using a backpropagation technique. In the waveform inversion using the steepest-descent method, we can have better convergence to a true velocity model by regularizing the steepest-descent directions properly. The regularization can be done by using the diagonal of pseudo Hessian matrix instead of using the approximate Hessian matrix that appears in Gauss-Newton method but is too exp

GeophysicsEarth and Planetary Sciences
14
Article|2 citations·2015
Application of the least-squares inversion method: Fourier series versus waveform inversion
Dong‐Joo Min, Jungkyun Shin, Changsoo Shin
SJR Q2Journal of Applied Geophysics
GeophysicsEarth and Planetary Sciences
15
Article|2 citations·2008
이방성을 고려한 시간영역 유한차분법 탄성파 모델링에서의 경계조건
민동주, 권병두, 임승철, 유해수, 이호용

Seismic modeling is used to simulate wave propagation in the earth. Although the earth’s subsurface is usuallysemi-infinite, we cannot handle the semi-infinite model in seismic modeling because of limited computational resources.For this reason, we usually assume a finite-sized model in seismic modeling. In that case, we need to eliminate the edgereflections arising from the artificial boundaries introducing a proper boundary condition. In this study, we changed threekinds of boundary conditions

Research Areas

GeophysicsElectrical and Electronic EngineeringEnvironmental ChemistryCivil and Structural EngineeringLanguage and LinguisticsPolymers and Plastics

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