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장인권 교수

In Gwun Jang

KAIST 기술경영학부 · 공학

연구실 소개

장인권 교수의 연구실은 생체역학과 유한요소 해석 기반의 뼈 구조 최적화를 핵심으로 하며, 특히 골다공리아 등 뼈 질환의 정밀 진단과 개인 맞춤형 골미세구조 재구성 기술 개발에 주력하고 있습니다. 고해상도 CT 영상과 병행한 국소화된 유한요소 모델링 및 토폴로지 최적화를 통해 뼈의 기계적 특성과 생체 적응 메커니즘을 정량적으로 분석하며, 비틀림, 압축 등 실제 생리적 하중 조건을 반영한 정밀한 시뮬레이션 기법을 개발하고 있습니다. 또한 비공기압 타이어의 최적 구조 설계를 위한 신개념 최적화 기법도 함께 연구하고 있습니다.

골미세구조 최적화생체역학 시뮬레이션정밀의료 영상 분석토폴로지 최적화뼈 생체모델링

연구 현황

논문 수
121
총 인용 수
1,770
최근 5년 논문
20
주요 분야
공학

연구 성과 추이

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

5개년 연도별 논문 게재 수
20총합
2022
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5개년 연도별 피인용 수
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주요 논문

15
1
논문|인용수 343·2018
Deep learning for determining a near-optimal topological design without any iteration
Yonggyun Yu, Taeil Hur, Jaeho Jung, In Gwun Jang
SJR Q1Structural and Multidisciplinary OptimizationOA
Civil and Structural EngineeringEngineering
2
논문|인용수 165·2008
Computational study of Wolff's law with trabecular architecture in the human proximal femur using topology optimization
In Gwun Jang, Il Yong Kim
SJR Q1Journal of Biomechanics
SurgeryMedicine
3
논문|인용수 71·2009
Computational simulation of simultaneous cortical and trabecular bone change in human proximal femur during bone remodeling
In Gwun Jang, Il Yong Kim
SJR Q1Journal of Biomechanics
SurgeryMedicine
4
논문|인용수 70·2008
Analogy of Strain Energy Density Based Bone-Remodeling Algorithm and Structural Topology Optimization
In Gwun Jang, Il Yong Kim, Byung Man Kwak
SJR Q3Journal of Biomechanical Engineering

In bone-remodeling studies, it is believed that the morphology of bone is affected by its internal mechanical loads. From the 1970s, high computing power enabled quantitative studies in the simulation of bone remodeling or bone adaptation. Among them, Huiskes et al. (1987, "Adaptive Bone Remodeling Theory Applied to Prosthetic Design Analysis," J. Biomech. Eng., 20, pp. 1135-1150) proposed a strain energy density based approach to bone remodeling and used the apparent density for the characteriz

Civil and Structural EngineeringEngineering
5
논문|인용수 50·2011
Pattern design of a non-pneumatic tyre for stiffness using topology optimization
In Gwun Jang, Young Hwa Sung, Eui Jong Yoo, Byung Man Kwak
SJR Q2Engineering Optimization

Non-pneumatic tyres have been developed and are being investigated, but are not very prevalent. Many design studies are still needed from the viewpoint of material, pattern, and structures. However, no systematic research for such important design issues has been reported in the literature up to now. In this article, topology optimization was utilized to determine optimal topological patterns of non-pneumatic tyres in the design process, with the goal of matching the static stiffness of the curr

Civil and Structural EngineeringEngineering
6
논문|인용수 45·2009
Application of design space optimization to bone remodeling simulation of trabecular architecture in human proximal femur for higher computational efficiency
In Gwun Jang, Il Yong Kim
SJR Q1Finite Elements in Analysis and Design
Civil and Structural EngineeringEngineering
7
논문|인용수 41·2017
Fully automated segmentation of a hip joint using the patient-specific optimal thresholding and watershed algorithm
Jung Jin Kim, Jimin Nam, In Gwun Jang
SJR Q1Computer Methods and Programs in Biomedicine
SurgeryMedicine
8
논문|인용수 40·2009
Computational simulation of trabecular adaptation progress in human proximal femur during growth
In Gwun Jang, Il Yong Kim
SJR Q1Journal of Biomechanics
SurgeryMedicine
9
논문|인용수 36·2006
Evolutionary topology optimization using design space adjustment based on fixed grid
In Gwun Jang, Byung Man Kwak
SJR Q1International Journal for Numerical Methods in Engineering

Abstract Design space optimization for topology based on fixed grid is proposed and its superiority to conventional topology optimization is shown. In the conventional topology optimization, the design domain is fixed. It is, however, desirable to make the design domain evolve into a better one during optimization process by increasing or decreasing the number of design pixels or variables, which we call design space optimization. A breakthrough in obtaining sensitivities when design space expan

Civil and Structural EngineeringEngineering
10
논문|인용수 33·2017
Computational study of estimating 3D trabecular bone microstructure for the volume of interest from CT scan data
Jung Jin Kim, Jimin Nam, In Gwun Jang
SJR Q2International Journal for Numerical Methods in Biomedical Engineering

Inspired by the self-optimizing capabilities of bone, a new concept of bone microstructure reconstruction has been recently introduced by using 2D synthetic skeletal images. As a preliminary clinical study, this paper proposes a topology optimization-based method that can estimate 3D trabecular bone microstructure for the volume of interest (VOI) from 3D computed tomography (CT) scan data with enhanced computational efficiency and phenomenological accuracy. For this purpose, a localized finite e

Radiology, Nuclear Medicine and ImagingMedicine
11
논문|인용수 31·2016
Image resolution enhancement for healthy weight-bearing bones based on topology optimization
Jung Jin Kim, In Gwun Jang
SJR Q1Journal of Biomechanics
Radiology, Nuclear Medicine and ImagingMedicine
12
논문|인용수 28·2014
Conceptual and basic designs of the Mobile Harbor crane based on topology and shape optimization
In Gwun Jang, Kyung‐Soo Kim, Byung Man Kwak
SJR Q1Structural and Multidisciplinary Optimization
Civil and Structural EngineeringEngineering
13
논문|인용수 26·2019
Patient-Specific Phantomless Estimation of Bone Mineral Density and Its Effects on Finite Element Analysis Results: A Feasibility Study
Young Han Lee, Jung Jin Kim, In Gwun Jang
Computational and Mathematical Methods in MedicineOA

OBJECTIVES: This study proposes a regression model for the phantomless Hounsfield units (HU) to bone mineral density (BMD) conversion including patient physical factors and analyzes the accuracy of the estimated BMD values. METHODS: The HU values, BMDs, circumferences of the body, and cross-sectional areas of bone were measured from 39 quantitative computed tomography images of L2 vertebrae and hips. Then, the phantomless HU-to-BMD conversion was derived using a multiple linear regression model.

Orthopedics and Sports MedicineMedicine
14
논문|인용수 24·2009
Computational study on the effect of loading alteration caused by disc degeneration on the trabecular architecture in human lumbar spine
In Gwun Jang, Il Yong Kim
SJR Q1Journal of Biomechanics
Pathology and Forensic MedicineMedicine
15
논문|인용수 21·2021
Topology optimization of multiple-barrier synchronous reluctance motors with initial random hollow circles
Changwoo Lee, In Gwun Jang
SJR Q1Structural and Multidisciplinary Optimization
Civil and Structural EngineeringEngineering

대표 연구 분야

Civil and Structural EngineeringElectrical and Electronic EngineeringSurgeryControl and Systems EngineeringRadiology, Nuclear Medicine and ImagingBiomedical Engineering

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