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이창옥 교수

Chang-Ock Lee

KAIST 수리과학과 · 공학

연구실 소개

이창옥 교수의 연구실은 유한요소법과 도메인 분할 기법을 기반으로 한 고성능 수치해법을 개발하며, 특히 비선형 변분부등식과 이미지 복원 문제에 응용하는 데 집중하고 있습니다. 고차원 문제의 효율적 해법으로서 스펙트럴 방법과 도메인 분할 기반 병렬 알고리즘을 접목한 연구를 진행하고 있으며, 의료영상 재구성 기술인 MREIT(자기공명 전기저항율 단층촬영)의 소프트웨어 개발과 알고리즘 최적화도 함께 수행하고 있습니다. 특히, 불연속 해를 갖는 타원형 문제나 ROF 모델과 같은 이미지 복원 문제에 대해 강건하고 빠른 수치해법을 설계하는 데 뛰어난 기여를 하고 있습니다.

도메인 분할이미지 복원MREIT비선형 변분부등식수치해법

연구 현황

논문 수
90
총 인용 수
657
최근 5년 논문
19
주요 분야
공학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
19총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
41총합
20212022202320242025

주요 논문

15
1
논문|인용수 70·2008
A discontinuous Galerkin method for elliptic interface problems with application to electroporation
Grégory Guyomarc'h, Chang‐Ock Lee, Kiwan Jeon
Communications in Numerical Methods in Engineering

Abstract We solve elliptic interface problems using a discontinuous Galerkin (DG) method, for which discontinuities in the solution and in its normal derivatives are prescribed on an interface inside the domain. Standard ways to solve interface problems with finite element methods consist in enforcing the prescribed discontinuity of the solution in the finite element space. Here, we show that the DG method provides a natural framework to enforce both discontinuities weakly in the DG formulation,

Electrical and Electronic EngineeringEngineering
2
논문|인용수 51·2003
A Locking-Free Nonconforming Finite Element Method for Planar Linear Elasticity
Chang-Ock Lee, Jongwoo Lee, Dongwoo Sheen
SJR Q1Advances in Computational Mathematics
Computational MechanicsEngineering
3
논문|인용수 16·2017
Primal Domain Decomposition Methods for the Total Variation Minimization, Based on Dual Decomposition
Chang-Ock Lee, Changmin Nam
SJR Q1SIAM Journal on Scientific Computing

We propose nonoverlapping domain decomposition methods for solving the total variation minimization problem. We decompose the domain of the dual problem into nonoverlapping rectangular subdomains, where local total variation problems are solved. We convert the local dual problems into the equivalent primal forms which reproduce the original problem at smaller dimensions. Sequential and parallel algorithms are presented. The convergence of both algorithms is analyzed and numerical results are pre

Computational MechanicsEngineering
4
논문|인용수 15·1999
A frequency-domain parallel method for the numerical approximation of parabolic problems
Chang-Ock Lee, Jongwoo Lee, Dongwoo Sheen, Yongjin Yeom
SJR Q1Computer Methods in Applied Mechanics and Engineering
Electrical and Electronic EngineeringEngineering
5
논문|인용수 14·1998
A conforming mixed finite element method for the pure traction problem of linear elasticity
Chang-Ock Lee
SJR Q1Applied Mathematics and Computation
Computational MechanicsEngineering
6
논문|인용수 13·2015
Block Decomposition Methods for Total Variation by Primal–Dual Stitching
Chang-Ock Lee, Jong-Ho Lee, Hyenkyun Woo, Sangwoon Yun
SJR Q1Journal of Scientific Computing
Computer Vision and Pattern RecognitionComputer Science
7
논문|인용수 13·2018
Domain Decomposition Methods Using Dual Conversion for the Total Variation Minimization with L^1 L 1 Fidelity Term
Chang-Ock Lee, Changmin Nam, Jong-Ho Park
SJR Q1Journal of Scientific Computing
Computational MechanicsEngineering
8
논문|인용수 11·2019
Fast Nonoverlapping Block Jacobi Method for the Dual Rudin--Osher--Fatemi Model
Chang-Ock Lee, Jong-Ho Park
SJR Q1SIAM Journal on Imaging SciencesOA

We consider nonoverlapping domain decomposition methods for the Rudin--Osher--Fatemi (ROF) model, which is one of the standard models in mathematical image processing. The image domain is partitioned into rectangular subdomains, and local problems in subdomains are solved in parallel. Local problems can adopt existing state-of-the-art solvers for the ROF model. We show that the nonoverlapping relaxed block Jacobi method for a dual formulation of the ROF model has the $O(1/n)$ convergence rate of

Computational MechanicsEngineering
9
논문|인용수 10·2000
Frequency domain formulation of linearized Navier–Stokes equations
Chang-Ock Lee, Jongwoo Lee, Dongwoo Sheen
SJR Q1Computer Methods in Applied Mechanics and Engineering
Electrical and Electronic EngineeringEngineering
10
논문|인용수 9·2021
A dual‐primal finite element tearing and interconnecting method for nonlinear variational inequalities utilizing linear local problems
Chang‐Ock Lee, Jong-Ho Park
SJR Q1International Journal for Numerical Methods in Engineering

Abstract We propose a novel dual‐primal finite element tearing and interconnecting method for nonlinear variational inequalities. The proposed method is based on a particular Fenchel–Rockafellar dual formulation of the target problem, which yields linear local problems despite the nonlinearity of the target problem. Since local problems are linear, each iteration of the proposed method can be done very efficiently compared with usual nonlinear domain decomposition methods. We prove that the prop

Computational Theory and MathematicsComputer Science
11
논문|인용수 9·2008
A dual iterative substructuring method with a penalty term
Chang-Ock Lee, Eun‐Hee Park
SJR Q1Numerische Mathematik
Computational MechanicsEngineering
12
논문|인용수 8·2013
CoReHA 2.0: A Software Package forIn VivoMREIT Experiments
Kiwan Jeon, Chang-Ock Lee
Computational and Mathematical Methods in MedicineOA

Magnetic resonance electrical impedance tomography (MREIT) is a new medical imaging modality visualizing static conductivity images of electrically conducting subjects. Recently, MREIT has rapidly progressed in its theory, algorithm, and experiment technique and now reached to the stage of in vivo animal experiments. In this paper, we present a software, named CoReHA 2.0 standing for the second version of conductivity reconstructor using harmonic algorithms, to facilitate in vivo MREIT reconstru

Electrical and Electronic EngineeringEngineering
13
논문|인용수 6·2023
Defect inspection in semiconductor images using FAST-MCD method and neural network
Jinkyu Yu, Song‐Hee Han, Chang-Ock Lee
SJR Q1The International Journal of Advanced Manufacturing Technology
Industrial and Manufacturing EngineeringEngineering
14
논문|인용수 5·2006
Preconditioners for the dual-primal FETI methods on nonmatching grids: Numerical study
Yeon-Woo Chang, Hyea Hyun Kim, Chang-Ock Lee
SJR Q1Computers & Mathematics with Applications
Computational MechanicsEngineering
15
논문|인용수 4·2013
A DUAL ITERATIVE SUBSTRUCTURING METHOD WITH AN OPTIMIZED PENALTY PARAMETER
Chang-Ock Lee, Eun‐Hee Park
한국산업응용수학회 학술대회 논문집

A dual iterative substructuring method with a penalty term was introduced in the previous works by the authors [1,2], which is a variant of the dual-primal finite element tearing and interconnecting method in terms of the way to deal with the continuity on the interface. In this talk, we will discuss a further study for the dual iterative substructuring method with a penalty term in terms of its convergence analysis and practical efficiency.

Mechanics of MaterialsEngineering

대표 연구 분야

Computational MechanicsComputer Vision and Pattern RecognitionElectrical and Electronic EngineeringArtificial IntelligenceMechanical EngineeringNumerical Analysis

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