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KAIST Innovative Design for Mobility Systems Laboratory 에서는 함께 연구를 수행할 석사과정 및 박사과정 신입생 및 인턴을 모집합니다. 본 연구실에서는 전산해석과 최적설계 기반의 방법론으로 다양한 공학 시스템의 최적화 연구를 수행하고 있습니다. 최적화에 흥미가 있는 분이라면 모두 지원 가능합니다.
" }, { "id": "recruit-target", "title": "모집 대상", "bodyHtml": "The optimization is a mathematical/numerical tool that can solve a complex problem in various fields. After the design variables for a target system are defined, the objective and constraint functions can be expressed in terms of the design variables. Through iterations, the optimization algorithm updates the design variables to extremize (maximize or minimize) the objective function while satisfying the constraint functions. For example, let us assume to optimize a beam structure under the given geometric and loading boundary conditions. Then, compliance minimization with a mass constraint provides the optimal structure, as shown below.
We implement the fundamental principle of multidisciplinary engineering through the computational analysis and determine the optimal design for a real-world system through the design optimization. The current research areas are 1) mobility , 2) electromagnetic , and 3) biomechanical systems. Our ultimate goal is to propose innovative systems which can enhance human and vehicular mobility.
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Wireless power transfer (WPT) means that the electric power is transferred from the power supplier (transmitter) to the device (receiver) by using the electromagnetic induction. Due to the convenience and safety, the WPT technologies have been widely applied to many applications such as electric vehicles, smart phones, AUVs, and so on.
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In the single transmitter-single receiver systems, the resonant condition and electric performance can be calculated analytically. However, in the multiple-receiver systems, it is challenging to derive their explicit mathematical solutions because the receiver coils are coupled one another (i.e., higher system complexity). To enhance the performance of multi-receiver WPT systems, the break-through technologies are demanded.
" }, { "heading": "Research overview", "paragraphs": [], "bodyHtml": "![\"\"](\"contents/research/15.png\")
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To solve the challenges of the multi-receiver WPT systems, we have two different approaches: optimal resonant condition and optimal load. In principle, the electric performance (e.g., transfer efficiency) can be adjusted by changing input voltage, capacitor, and loads in the WPT systems. Therefore, if the optimal resonant condition and/or optimal load can be determined, we can enhance the performance of the multi-receiver WPT systems and operate them in a more efficient and stable way.
" }, { "heading": "Area 1: Determination of optimal resonant condition", "paragraphs": [], "bodyHtml": "![\"\"](\"contents/research/17.png\")
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In the single transmitter and single receiver WPT systems, the resonant condition can be easily determined by removing the reactance between capacitor and coil. However, in the multi-receiver WPT systems, the above LC compensation scheme cannot guarantee the performance. We proposed a novel scheme of determining the optimal resonant condition for multi-receiver WPT systems which can maximize the performance (e.g., transfer efficiency) while satisfying the given conditions (e.g., rate power) for reliable operation. Here, cross-coupling which occurs between the receivers are fully considered to reflect the system characteristic and behavior.
" }, { "heading": "Area 2: Determination of optimal load condition", "paragraphs": [], "bodyHtml": "![\"\"](\"contents/research/19.png\")
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To supply the power in the load, the rectifier and dc/dc converter are used. From the viewpoint of the input resistance, when the dc/dc converter adjusts the output power or voltage, it is equivalent to change the loads which can affect the performance of the WPT systems. Although numerous studies have used simple power electronics for single WPT systems, a new technique is required for multi-receiver WPT systems. Based on optimization, we proposed a novel method that determines the optimal loads for multi-receiver WPT systems to maximize the efficiency while satisfy the rated power required.
" } ] }, "bso": { "title": "Biomechanical System Optimization (BSO)", "sections": [ { "heading": "", "paragraphs": [ "Background and research motivationBones mainly serve as supporting columns which transfer body weight and levers which permit various motions of the body. In daily activities, bones are subject to a variety of axial, bending, and torsional loads which cause mechanical stresses. Julius Wolff (1892) stated that the functional adaptation of bones reorients the trabeculae, so that they align with altered principal stress trajectories when the environmental loads are changed by trauma or a life pattern. He also suggested that the bone obtains the “maximum” mechanical efficiency with the \"minimum\" mass; this is well known as Wolff’s law. Based on this observation, a bone structure is referred as an \"optimal\" structure.", "Area 1: Topology optimization-based bone remodeling simulationOsteoporosis is a metabolic bone disease which degrades a bone microstructure and therefore increases bone fragility. Osteoporotic fractures result in decreased quality of life as well as excessive financial costs. If the morphological changes of a bone structure can be estimated and diagnosed, osteoporosis can be properly managed with clinical treatments.", "This research develops a topology optimization-based bone remodeling simulation which can reflect the morphological changes in a bone structure over time. Note that topology optimization is mathematically matched well with phenomenological bone remodeling simulation. Topology optimization determines the optimal bone structure under a given loading condition by iteratively redistributing mass in a design domain. The proposed method can contribute to the development of early diagnosis for osteoporosis and patient-specific models for various clinical purposes.", "Y. H. Lee, Y. Kim, J. J. Kim, I. G. Jang, \"Homeostasis-based aging model for trabecular changes and its correlation with age-matched bone mineral densities and radiographs,\" European Journal of Radiology, vol. 84, no. 11, pp. 2261-2268, 2015.\nI. G. Jang, I. Y. Kim, “Computational simulation of trabecular adaptation progress in human proximal femur during growth,” Journal of Biomechanics, vol. 42, no. 5, pp. 573-580, 2009.\nI. G. Jang, I. Y. Kim, B. M. Kwak, “Analogy of strain energy density based bone-remodeling algorithm and structural topology optimization,” Journal of Biomechanical Engineering, vol. 131, no. 1, pp. 011012-1-7, 2009.\nI. G. Jang, I. Y. Kim, “Computational study of Wolff’s law with trabecular architecture in the human proximal femur using topology optimization,” Journal of Biomechanics, vol. 41, no. 11, pp. 2353-2361, 2008.\nTo consider dynamic loads in bone remodeling simulation, various dynamic activities of seconds needed to be simulated in the bone remodeling phenomenon of months. However, this direct approach leads to an extreme computational burden, which is one of the challenging issues in the field. Based on two-scale homogenization approach, we proposed a novel method that can determine the representative static loads (RSLs) to efficiently consider the effects of cyclic dynamic loads on the bone remodeling simulation. The proposed method successfully reflects the subject-specific gait cycle of its own period and phase length during bone remodeling simulation through the coordinate transformation of the time scale.", "B. J. Chun, I. G. Jang, \"Framework of sampling the subject-specific static loads from the gait cycle of interindividual variation,\" Computer Methods and Programs in Biomedicine, vol. 225, 2022.\nB. J. Chun, I. G. Jang, \"Determination of the representative static loads for cyclically repeated dynamic loads: a case study of bone remodeling simulation with gait loads,\" Computer Methods and Programs in Biomedicine, vol. 200, 2021.\nArea 2: Bone microstructure reconstruction from low-resolution skeletal imagesClinical high-resolution (HR) skeletal images which can represent a bone microstructure are essential for accurate bone strength assessment. However, they are still unavailable because the current in vivo HR imaging modalities have a limited resolution due to high radiation doses, low signal-to-noise ratios, and/or long scan times.", "In this study, a HR skeletal image can be reconstructed from a clinical low-resolution (LR) image by applying topology optimization. The proposed method conducts mesh refinement for resolution upscaling and then performs topology optimization with a constraint for the bone mineral density deviation to preserve the subject-specific bone distribution data.", "J. J. Kim, J. Nam, I. G. Jang, \"Computational study of estimating 3D trabecular bone microstructure for volume of interest from CT scan data,\" International Journal for Numerical Methods in Biomedical Engineering, vol. 34, no. 4, pp. 2950, 2018.\nJ. J. Kim, I. G. Jang, \"Image resolution enhancement for healthy weight-bearing bones based on topology optimization,\" Journal of Biomechanics, vol. 49, no. 13, pp. 3035-3040, 2016.\nAlthough the topology optimization-based method shows the potential to reconstruct the bone microstructure from LR skeletal images, excessive computing time due to iterative large-scale FE analyses makes it impractical to be further implemented in the clinical field. Conventional deep-learning methods also have difficulties: 1) limited upscaling ratio due to a complex structure, 2) the lack of HR trabecular scan data for training, and 3) the necessity for large computing resources to train a network.", "To overcome the above obstacles, we propose a patchwise bone microstructure reconstruction scheme. HR skeletal images, which are difficult to obtain in clinical practice, can be replaced with the results from topology optimization-based bone remodeling. Then, an artificial neural network is trained with 1) the LR image patch and corresponding structural behavior as input, and 2) the HR image patch as output. The reconstructed HR image patches are assembled into a whole trabecular structure in the VOI.", "B. J. Chun, S. M. Sin, H. Koh, J. J. Kim, I. G. Jang, \"Patchwise trabecular bone reconstruction of a 2D proximal femur using deep learning and seamless quilting algorithm,\" IRBM, vol. 46, no. 3, p. 100889, 2025.\nH. Koh, B. J. Chun, I. G. Jang, \"Node-link representation-based deep learning method for reconstructing trabecular bone from low-resolution images,\" Expert Systems with Applications, vol. 268, p.126299, 2025.\nBy integrating the RSLs and bone microstructure reconstruction, patient-specific bone health assessment would be available. The proposed framework can be utilized as a breakthrough technique for the quantitative bone strength assessment, thereby contributing to personalized, predictive, and preventive medicine in the clinical field." ], "bodyHtml": "![\"\"](\"contents/research/4.png\")
Bones mainly serve as supporting columns which transfer body weight and levers which permit various motions of the body. In daily activities, bones are subject to a variety of axial, bending, and torsional loads which cause mechanical stresses. Julius Wolff (1892) stated that the functional adaptation of bones reorients the trabeculae, so that they align with altered principal stress trajectories when the environmental loads are changed by trauma or a life pattern. He also suggested that the bone obtains the “maximum” mechanical efficiency with the \"minimum\" mass; this is well known as Wolff’s law. Based on this observation, a bone structure is referred as an \"optimal\" structure.
![\"\"](\"contents/research/5.gif\")
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Osteoporosis is a metabolic bone disease which degrades a bone microstructure and therefore increases bone fragility. Osteoporotic fractures result in decreased quality of life as well as excessive financial costs. If the morphological changes of a bone structure can be estimated and diagnosed, osteoporosis can be properly managed with clinical treatments.
This research develops a topology optimization-based bone remodeling simulation which can reflect the morphological changes in a bone structure over time. Note that topology optimization is mathematically matched well with phenomenological bone remodeling simulation. Topology optimization determines the optimal bone structure under a given loading condition by iteratively redistributing mass in a design domain. The proposed method can contribute to the development of early diagnosis for osteoporosis and patient-specific models for various clinical purposes.
![\"\"](\"contents/research/7.png\")
To consider dynamic loads in bone remodeling simulation, various dynamic activities of seconds needed to be simulated in the bone remodeling phenomenon of months. However, this direct approach leads to an extreme computational burden, which is one of the challenging issues in the field. Based on two-scale homogenization approach, we proposed a novel method that can determine the representative static loads (RSLs) to efficiently consider the effects of cyclic dynamic loads on the bone remodeling simulation. The proposed method successfully reflects the subject-specific gait cycle of its own period and phase length during bone remodeling simulation through the coordinate transformation of the time scale.
![\"\"](\"contents/research/8.png\")
Clinical high-resolution (HR) skeletal images which can represent a bone microstructure are essential for accurate bone strength assessment. However, they are still unavailable because the current in vivo HR imaging modalities have a limited resolution due to high radiation doses, low signal-to-noise ratios, and/or long scan times.
In this study, a HR skeletal image can be reconstructed from a clinical low-resolution (LR) image by applying topology optimization. The proposed method conducts mesh refinement for resolution upscaling and then performs topology optimization with a constraint for the bone mineral density deviation to preserve the subject-specific bone distribution data.
![\"\"](\"contents/research/9.png\")
Although the topology optimization-based method shows the potential to reconstruct the bone microstructure from LR skeletal images, excessive computing time due to iterative large-scale FE analyses makes it impractical to be further implemented in the clinical field. Conventional deep-learning methods also have difficulties: 1) limited upscaling ratio due to a complex structure, 2) the lack of HR trabecular scan data for training, and 3) the necessity for large computing resources to train a network.
To overcome the above obstacles, we propose a patchwise bone microstructure reconstruction scheme. HR skeletal images, which are difficult to obtain in clinical practice, can be replaced with the results from topology optimization-based bone remodeling. Then, an artificial neural network is trained with 1) the LR image patch and corresponding structural behavior as input, and 2) the HR image patch as output. The reconstructed HR image patches are assembled into a whole trabecular structure in the VOI.
![\"\"](\"contents/research/10.png\")
By integrating the RSLs and bone microstructure reconstruction, patient-specific bone health assessment would be available. The proposed framework can be utilized as a breakthrough technique for the quantitative bone strength assessment, thereby contributing to personalized, predictive, and preventive medicine in the clinical field.
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Over the past decades, many studies have been conducted to solve complex traffic engineering problems from a multidisciplinary perspective. Such multidisciplinary approach has the advantage of more easily approaching traffic problems by using well-stablished models in other disciplines. Our group (MSO) attempts to solve transportation engineering challenges based on well-established circuit theory governing principles.
" }, { "heading": "Area 1: Vehicle routing problem (VRP)", "paragraphs": [], "bodyHtml": "![\"\"](\"contents/research/22.png\")
The vehicle routing problem (VRP) is one of the combinatorial optimization problems that determine the optimal route through the given waypoints. As the number of waypoints to pass through increases, the computing time required to determine the optimal route increases drastically. Thus, this problem belongs to the NP-hard (non-deterministic polynomial-time hardness) category.
Traveling salesman problem (TSP) is one of the representative VRPs that find the minimum-cost route back to the starting point by visiting all the cities only once. TSP can be modified in various forms depending on the problem conditions: asymmetric TSP, TSP with time window, and so on. TSPs have been widely used for trip planning, transportation system operation, and manufacturing.
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We recently the loop-wise route representation which stems from the circuit analysis. In the proposed method, artificial loop variables are defined in a grid network. This loop-wise route representation expresses any arbitrary route between two nodes in terms of the base route and loop variables. This approach requires a smaller number of design variables to represent a given route than conventional link-wise representation. Another advantage of the proposed method is that the traffic flow conservation is always guaranteed at every node without imposing any constraint. The above features make the formulation for the VRPs much simpler and therefore enhance overall computational efficiency.
The proposed method can be applied to various real-world application. For example, if we consider additional cost for line transfer, we can determine an optimal route for a given subway network. The performance of the proposed method is verified for Busan and Seoul metro, as shown below.
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Shortest path problem (SPP), one of classical route optimization problems, is defined to find a minimum-cost path between two nodes. To solve a SPP, many researchers have focused on developing graph search methods such as Dijkstra algorithm and its variants due to their characteristic simplicity and computational efficiency.
Based on the loop-wise route representation, we can simply formulate a shortest path problem with no constraints. Additionally, by virtue of using the inherent traffic flow conservation in the loop-wise route representation, we can use the proposed optimization as a high-quality dataset generator for training neural networks. Thus, we proposed a deep learning-based method for the SPPs with a higher level of computing accuracy and efficiency.
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Optimization is a mathematical and numerical tool for solving complex problems in various fields. It defines design variables, objective functions, and constraints, then iteratively updates the variables to maximize or minimize target performance while satisfying the required conditions. ID Lab implements multidisciplinary engineering through computational analysis and design optimization for real-world systems.
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"title": "클라우드 엣지 기반 도시교통 브레인 핵심기술 개발 (IITP)", "subTitle": "클라우드 엣지 기반 도시교통 브레인 핵심기술 개발 (IITP)", "category": "Completed", "year": 2020, "duration": "2020 ~ 2023", "description": "클라우드 엣지 기반 도시교통 브레인 핵심기술 개발 (IITP)", "detailedDesc": "클라우드 엣지 기반 도시교통 브레인 핵심기술 개발 (IITP)", "tags": [ "Completed" ], "graphicTheme": "from-slate-900 to-zinc-900", "clientOrVenue": "2020 ~ 2023" }, { "id": "project-completed-4", "title": "저탄소 청정 제주(CFI Jeju)를 위한 냉장 전기차량 기반 신선물류 배송체계 구축 기술 개발 (KAIA)", "subTitle": "저탄소 청정 제주(CFI Jeju)를 위한 냉장 전기차량 기반 신선물류 배송체계 구축 기술 개발 (KAIA)", "category": "Completed", "year": 2022, "duration": "2022 ~ 2023", "description": "저탄소 청정 제주(CFI Jeju)를 위한 냉장 전기차량 기반 신선물류 배송체계 구축 기술 개발 (KAIA)", "detailedDesc": "저탄소 청정 제주(CFI Jeju)를 위한 냉장 전기차량 기반 신선물류 배송체계 구축 기술 개발 (KAIA)", "tags": [ "Completed" ], "graphicTheme": "from-slate-900 to-zinc-900", "clientOrVenue": "2022 ~ 2023" }, { "id": "project-completed-5", "title": "택배차량용 디젤 트럭의 하이브리드 개조기술 개발 및 실용화 연구", "subTitle": "택배차량용 디젤 트럭의 하이브리드 개조기술 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Jang", "journal": "IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 4, pp. 2121-2128", "year": 2015, "category": "International Journal", "link": "https://doi.org/10.1109/TITS.2015.2398896", "highlight": false }, { "id": "pub-journal-19", "title": "Homeostasis-based aging model for trabecular changes and its correlation with age-matched bone mineral densities and radiographs", "authors": "Y. H. Lee, Y. Kim, J. J. Kim, I. G. Jang", "journal": "European Journal of Radiology, vol. 84, no. 11, pp. 2261-2268", "year": 2015, "category": "International Journal", "link": "https://doi.org/10.1016/j.ejrad.2015.07.027", "highlight": false }, { "id": "pub-journal-18", "title": "Development of the Optimization Framework for Low-Power Wireless Power Transfer Systems", "authors": "S. B. Lee, S. Ahn, I. G. Jang", "journal": "IEEE Transactions on Microwave Theory and Techniques, vol. 63, no. 3, pp. 813-820", "year": 2015, "category": "International Journal", "link": "https://doi.org/10.1109/TMTT.2015.2398414", "highlight": false }, { "id": "pub-journal-17", "title": "Structural Optimization of a Novel 6-DOF Pose Sensor System for Enhancing Noise Robustness at a Long Distance", "authors": "Y. -K. Kim, I. G. Jang, Y. Kim, K. -S. Kim, S. Kim", "journal": "IEEE Transactions on Industrial Electronics, vol. 61, no. 10, pp. 5622-5631", "year": 2014, "category": "International Journal", "link": "https://doi.org/10.1109/TIE.2013.2297307", "highlight": false }, { "id": "pub-journal-16", "title": "Conceptual and basic designs of the Mobile Harbor crane based on topology and shape optimization", "authors": "I. G. Jang, K. -S. Kim, B. M. Kwak", "journal": "Structural and Multidisciplinary Optimization, vol. 50, no. 3, pp. 505-515", "year": 2014, "category": "International Journal", "link": "https://doi.org/10.1007/s00158-014-1073-3", "highlight": false }, { "id": "pub-journal-15", "title": "Design improvement of the three-beam detector towards a precise long-range 6-degree of freedom motion sensor system", "authors": "Y. -K. Kim, I. G. Jang, K. -S. Kim, S. Kim", "journal": "Review of Scientific Instruments, vol. 85, no. 015004", "year": 2014, "category": "International Journal", "link": "https://doi.org/10.1063/1.4861915", "highlight": false }, { "id": "pub-journal-14", "title": "An advanced cargo handling system operating at sea", "authors": "E. H. Kim, Y. S. Jung, Y. Yu, S. Kwon, H. Ju, S. Kim, B. M. Kwak, I. G. Jang, K. -S. Kim", "journal": "International Journal of Control, Automation and Systems, vol. 12, pp. 852-860", "year": 2014, "category": "International Journal", "link": "https://doi.org/10.1007/s12555-013-0189-3", "highlight": false }, { "id": "pub-journal-13", "title": "Topology optimization for a frequency response and its application to a violin bridge", "authors": "Y. Yu, I. G. Jang, B. M. Kwak", "journal": "Structural and Multidisciplinary Optimization, vol. 48, pp. 627-636", "year": 2013, "category": "International Journal", "link": "https://doi.org/10.1007/s00158-013-0907-8", "highlight": false }, { "id": "pub-journal-12", "title": "Auto-positioning of sliding planes based on virtual force", "authors": "E. H. Kim, K. W. Kwak, Y. K. Kim, S. Kim, B. M. Kwak, I. G. Jang", "journal": "International Journal of Control, Automation and Systems, no. 11, pp, 798-804", "year": 2013, "category": "International Journal", "link": "https://doi.org/10.1007/s12555-012-0300-1", "highlight": false }, { "id": "pub-journal-11", "title": "Developing Accurate Long-Distance 6-DOF Motion Detection With One-Dimensional Laser Sensors: Three-Beam Detection System", "authors": "Y. -K. Kim, Y. Kim, Y. S. Jung, I. G. Jang, K. -S. Kim, S. Kim, B. M. Kwak", "journal": "IEEE Transactions on Industrial Electronics, vol. 60, no. 8, pp. 3386-3395", "year": 2013, "category": "International Journal", "link": "https://doi.org/10.1109/TIE.2012.2200225", "highlight": false }, { "id": "pub-journal-10", "title": "Pattern design of a non-pneumatic tyre for stiffness using topology optimization", "authors": "I. G. Jang, Y. H. Sung, E. J. Yoo, and B. M. Kwak", "journal": "Engineering Optimization, vol. 273, no.2, pp. 119-131", "year": 2012, "category": "International Journal", "link": "https://doi.org/10.1080/0305215X.2011.569546", "highlight": false }, { "id": "pub-journal-9", "title": "Computational study on the effect of loading alteration caused by disc degeneration on the trabecular architecture in human lumbar spine", "authors": "I. G. Jang, I. Y. Kim", "journal": "Journal of Biomechanics, vol. 43, no. 3, pp. 492-499", "year": 2010, "category": "International Journal", "link": "https://doi.org/10.1016/j.jbiomech.2009.09.042", "highlight": false }, { "id": "pub-journal-8", "title": "Computational simulation of simultaneous cortical and trabecular bone change in human proximal femur during bone remodeling", "authors": "I. G. Jang, I. Y. Kim", "journal": "Journal of Biomechanics, vol. 43, no. 2, pp. 294-301", "year": 2010, "category": "International Journal", "link": "https://doi.org/10.1016/j.jbiomech.2009.08.012", "highlight": false }, { "id": "pub-journal-7", "title": "Nodal line optimization and its application to violin top plate design", "authors": "Y. Yu, I. G. Jang, I. K. Kim, B. M. Kwak", "journal": "Journal of Sound and Vibration, vol. 329, no. 22, pp. 4785-4796", "year": 2010, "category": "International Journal", "link": "https://doi.org/10.1016/j.jsv.2010.05.022", "highlight": false }, { "id": "pub-journal-6", "title": "Application of design space optimization to bone remodeling simulation of trabecular architecture in human proximal femur for higher computational efficiency", "authors": "I. G. Jang, I. Y. Kim", "journal": "Finite Elements in Analysis and Design, vol. 46, no. 4, pp. 311-319", "year": 2010, "category": "International Journal", "link": "https://doi.org/10.1016/j.finel.2009.11.003", "highlight": false }, { "id": "pub-journal-5", "title": "Computational simulation of trabecular adaptation progress in human proximal femur during growth", "authors": "I. G. Jang, I. Y. Kim", "journal": "Journal of Biomechanics, vol. 42, no. 5, pp. 573-580, 2009.", "year": 2009, "category": "International Journal", "link": "https://doi.org/10.1016/j.jbiomech.2008.12.009", "highlight": false }, { "id": "pub-journal-4", "title": "Analogy of strain energy density based bone-remodeling algorithm and structural topology optimization", "authors": "I. G. Jang, I. Y. Kim, B. M. Kwak", "journal": "Journal of Biomechanical Engineering, vol. 131, no. 1, pp. 011012-1-7", "year": 2009, "category": "International Journal", "link": "https://doi.org/10.1115/1.3005202", "highlight": false }, { "id": "pub-journal-3", "title": "Computational study of Wolff’s law with trabecular architecture in the human proximal femur using topology optimization", "authors": "I. G. Jang, I. Y. Kim", "journal": "Journal of Biomechanics, vol. 41, no. 11, pp. 2353-2361", "year": 2008, "category": "International Journal", "link": "https://doi.org/10.1016/j.jbiomech.2008.05.037", "highlight": false }, { "id": "pub-journal-2", "title": "Design space optimization using design space adjustment and refinement", "authors": "I. G. Jang, B. M. Kwak", "journal": "Structural and Multidisciplinary Optimization, vol. 35, pp. 41-54", "year": 2008, "category": "International Journal", "link": "https://doi.org/10.1007/s00158-007-0112-8", "highlight": false }, { "id": "pub-journal-1", "title": "Evolutionary topology optimization using design space adjustment based on fixed grid", "authors": "I. G. Jang, B. M. Kwak", "journal": "International Journal for Numerical Methods in Engineering, vol. 66, no. 11, pp. 1817-1840", "year": 2006, "category": "International Journal", "link": "https://doi.org/10.1002/nme.1607", "highlight": false }, { "id": "pub-conf-78", "title": "Loopwise Route Representation-based Topology Optimization for Vehicle Routing Problem", "authors": "G. Kim, I. G. Jang", "journal": "ACSMO 2024.", "year": 2024, "category": "International Conference", "highlight": true }, { "id": "pub-conf-77", "title": "Deep Learning-based Topology Optimization for Shortest Path Problems", "authors": "J. Kim, G. Kim, I. G. Jang", "journal": "ACSMO 2024.", "year": 2024, "category": "International Conference", "highlight": true }, { "id": "pub-conf-76", "title": "Study on Estimating the Full Mutual Inductance Information in Multi-Receiver Wireless Power Transfer Systems", "authors": "M. Kang, M. Kim, I. G. Jang", "journal": "IEEE WPTCE 2024.", "year": 2024, "category": "International Conference", "highlight": true }, { "id": "pub-conf-75", "title": "Estimation of the Mutual Inductance in Multi-receiver Wireless Power Transfer Systems", "authors": "M. Kim, M. Kang, I. G. Jang", "journal": "IEEE WPTCE 2023.", "year": 2023, "category": "International Conference", "highlight": true }, { "id": "pub-conf-74", "title": "Deep learning-based patchwise 3D bone microstructure reconstruction", "authors": "B. J. Chun, H. Koh, I. G. Jang", "journal": "WCSMO 2023.", "year": 2023, "category": "International Conference", "highlight": true }, { "id": "pub-conf-73", "title": "Topology Optimization for Vehicle Routing Problems", "authors": "S. Kim, G. Kim, I. G. Jang", "journal": "WCSMO 2023.", "year": 2023, "category": "International Conference", "highlight": true }, { "id": "pub-conf-72", "title": "Mutual Inductance Estimation for Multi-receiver Wireless Power Systems Using Current Information", "authors": "M. Kim, I. G. Jang", "journal": "IEEE WPTC 2022.", "year": 2022, "category": "International Conference", "highlight": true }, { "id": "pub-conf-71", "title": "Analytical Investigation of Approximating the Optimal Operating Condition of Multi-receiver Wireless Power Transfer Systems in Real Time", "authors": "M. Kim, I. G. Jang", "journal": "ACSMO 2022.", "year": 2022, "category": "International Conference", "highlight": true }, { "id": "pub-conf-70", "title": "Bone Microstructure Reconstruction from Low-resolution Skeletal Images Using Deep Learning with Node-Link Graph-Based Connectivity", "authors": "H. Koh, I. G. Jang", "journal": "ACSMO 2022.", "year": 2022, "category": "International Conference", "highlight": true }, { "id": "pub-conf-69", "title": "Determination of the Optimal Load Condition for Multi-receiver Wireless Power Transfer Systems", "authors": "M. Kang, I. G. Jang", "journal": "ACSMO 2022.", "year": 2022, "category": "International Conference", "highlight": true }, { "id": "pub-conf-68", "title": "Two-stage Topology Optimization Framework of a Rare-earth-free Synchronous Reluctance Motor Considering Manufacturability and Structural Safety", "authors": "C. W. Lee, I. G. Jang", "journal": "ACSMO 2022.", "year": 2022, "category": "International Conference", "highlight": true }, { "id": "pub-conf-67", "title": "Deep learning-based patchwise resolution enhancement with quilting algorithm", "authors": "S.M. Sin, B. J. Chun, I.G.Jang", "journal": "ESB 2021.", "year": 2021, "category": "International Conference", "highlight": true }, { "id": "pub-conf-66", "title": "Topology Optimization-based Bone Microstructure Reconstruction from CT Scan Data", "authors": "J. J. Kim, B. J. Chun, I. G. Jang", "journal": "ASEM 2021.", "year": 2021, "category": "International Conference", "highlight": true }, { "id": "pub-conf-65", "title": "Patchwise bone microstructure reconstruction", "authors": "B. J. Chun, S. M. Sin, I.G.Jang", "journal": "ASEM 2021.", "year": 2021, "category": "International Conference", "highlight": true }, { "id": "pub-conf-64", "title": "Patchwise-connected resolution enhancement for healthy weight-bearing bones using deep learning", "authors": "B. J. Chun, S. M. Sin, I. G. Jang", "journal": "ACSMO 2020.", "year": 2020, "category": "International Conference", "highlight": true }, { "id": "pub-conf-63", "title": "Lightweight Design of a Door-trim Jig Using Topology Optimization and Additive Manufacturing", "authors": "J. Kim, I. G. Jang", "journal": "ACSMO 2020.", "year": 2020, "category": "International Conference", "highlight": true }, { "id": "pub-conf-62", "title": "A validation study of determining the representative static loads for dynamic loading for conducting efficient bone remodeling simulation", "authors": "B. J. Chun, I. G. Jang", "journal": "ACSMO 2020.", "year": 2020, "category": "International Conference", "highlight": true }, { "id": "pub-conf-61", "title": "Optimization-based Determination of the Resonance Condition for Multi-receiver Wireless Power Transfer Systems", "authors": "M. Kim, I. G. Jang", "journal": "ACSMO 2020.", "year": 2020, "category": "International Conference", "highlight": true }, { "id": "pub-conf-60", "title": "Topology Optimization-based Human Bone Microstructure Reconstruction for Improving the Accuracy of Bone Strength Assessment: Cadaveric Validation Study", "authors": "J. J. Kim, Y. H Lee, BJ. Chun, I. G. Jang", "journal": "ACSMO 2020.", "year": 2020, "category": "International Conference", "highlight": true }, { "id": "pub-conf-59", "title": "Determination of the Optimal Resonant Condition for Multi-Receiver Wireless Power Transfer Systems", "authors": "S. B. Lee, M. Kim, I.G. Jang", "journal": "IEEE WPTC 2019.", "year": 2019, "category": "International Conference", "highlight": true }, { "id": "pub-conf-58", "title": "Determination of the representative static loads for dynamic loads: A case of gait cycle", "authors": "B. J. Chun, I. G. Jang", "journal": "ESB 2019.", "year": 2019, "category": "International Conference", "highlight": true }, { "id": "pub-conf-57", "title": "Topology Optimization-based Bone Reconstruction for QCT Scan Data: Clinical Feasibility Study with Micro-CT Scan Data", "authors": "J. J. Kim, Y. H. Lee, B. J. Chun and I. G. Jang", "journal": "ESB 2019.", "year": 2019, "category": "International Conference", "highlight": true }, { "id": "pub-conf-56", "title": "Determination of the representative static loads for dynamic loading for efficient bone remodeling simulation: a case study of walking", "authors": "B. J. Chun, I. G. Jang", "journal": "WCSMO 2019.", "year": 2019, "category": "International Conference", "highlight": true }, { "id": "pub-conf-55", "title": "Acceleration of Topology Optimization-based Bone Microstructure Reconstruction using Artificial Neural Networks", "authors": "J. J. Kim, Y. Yu and I. G. Jang", "journal": "WCSMO 2019.", "year": 2019, "category": "International Conference", "highlight": true }, { "id": "pub-conf-54", "title": "Determination of the Optimal Resonant Condition for Multi-receiver Wireless Power Transfer system", "authors": "S. B. Lee, M. Kim, and I. G. Jang", "journal": "WCSMO 2019.", "year": 2019, "category": "International Conference", "highlight": false }, { "id": "pub-conf-53", "title": "Computational study on age-related changes of trabecular bone microarchitecture using topology optimization-based resolution enhancement for the proximal femur CT images", "authors": "Y. H. Lee, J. J. Kim and I. G. Jang", "journal": "KCR 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-52", "title": "Clinical case study of topology optimization-based resolution enhancement of clinical CT images for investigating age-related trabecular changes", "authors": "J. J. Kim, I. G. Jang", "journal": "WCB 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-51", "title": "Topology optimization-based resolution enhancement of clinical CT images for investigating bone microstructure", "authors": "J. J. Kim, B. J. Chun and I. G. Jang", "journal": "WCB 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-50", "title": "Shape Optimization of Switched Reluctance Motors Considering Complicate Shape", "authors": "C. Lee, J. Lee, S. B. Lee, and I. G. Jang", "journal": "IEEE Conference on Electromagnetic Field Computation, 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-49", "title": "Layout Optimization of the Receiver Coils for Maximizing the Efficiency of Multi-transmitter Wireless Power Transfer Systems", "authors": "S. B. Lee, M. Kim, and I. G. Jang", "journal": "ACSMO 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-48", "title": "Development of Optimization Framework for Switched Reluctance Motors Considering Complicate Shape and Electric Parameters", "authors": "C. Lee, J. Lee, S. B. Lee, and I. G. Jang", "journal": "ACSMO, 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-47", "title": "A new application of topology optimization: bone microstructure reconstruction with CT scan images", "authors": "J. J,Kim, and I. G. Jang", "journal": "ACSMO 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-46", "title": "Topology optimization-based bone microstructure reconstruction complemented by neural networks", "authors": "J. J,Kim, Y. Yu and I. G.Jang", "journal": "ACSMO 2018.", "year": 2018, "category": "International Conference", "highlight": false }, { "id": "pub-conf-45", "title": "Clinical case study of topology optimization-based resolution enhancement of CT images for proximal femur", "authors": "J. J. Kim, B. J.Chun, Y. H. Lee, and I. G. Jang", "journal": "KCR 2017.", "year": 2017, "category": "International Conference", "highlight": false }, { "id": "pub-conf-44", "title": "Topology optimization-based resolution enhancement for skeletal images", "authors": "J. J. Kim, Y. H. Lee, and I. G. Jang", "journal": "ESB 2017.", "year": 2017, "category": "International Conference", "highlight": false }, { "id": "pub-conf-43", "title": "Resolution enhancement of 3-D quantitative computed tomography image for proximal femur by using analogy between topology optimization and phenomenological bone remodeling", "authors": "J. J. Kim, Y. H. Lee, and I. G. Jang", "journal": "WCSMO 2017.", "year": 2017, "category": "International Conference", "highlight": false }, { "id": "pub-conf-42", "title": "Automated finite element model generation of a proximal femur using plain radiographs and statistical models", "authors": "J. Nam and I. G. Jang", "journal": "KCR 2017.", "year": 2017, "category": "International Conference", "highlight": false }, { "id": "pub-conf-41", "title": "Case study of queue growth equalization for urban traffic signal optimization", "authors": "S. Kim, K. Jang, I. G. Jang", "journal": "ACSMO 2016.", "year": 2016, "category": "International Conference", "highlight": false }, { "id": "pub-conf-40", "title": "Dual-mode Operation of the Distributed Actuation Mechanism for a Finger-type Manipulator", "authors": "J. H. Kim, Y. J. Shin, I. G. Jang", "journal": "ACSMO 2016.", "year": 2016, "category": "International Conference", "highlight": false }, { "id": "pub-conf-39", "title": "3-D Localized resolution enhancement of skeletal image for volume of interest based on topology optimization", "authors": "J. J. Kim and I. G. Jang", "journal": "ACSMO 2016.", "year": 2016, "category": "International Conference", "highlight": false }, { "id": "pub-conf-38", "title": "Determination of optimal coils for wireless power transfer systems using smooth boundary representation", "authors": "S. B. Lee, C. Lee and I. G. Jang", "journal": "ACSMO 2016.", "year": 2016, "category": "International Conference", "highlight": false }, { "id": "pub-conf-37", "title": "Case study of queue growth equalization for urban traffic signal optimization", "authors": "S. Kim, J. Byun, K. Jang, I. G. Jang", "journal": "WCSMO-11, Sydney, Australia, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-36", "title": "Dual-mode operation of the finger-type manipulator based on distributed actuation mechanism", "authors": "J. H. Kim, Y. J. Shin, S. H. Kim, I. G. Jang", "journal": "WCSMO-11, Sydney, Australia, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-35", "title": "Layout optimization of the secondary coils for wireless power transfer systems", "authors": "S. B. Lee and I. G. Jang", "journal": "WCSMO-11, Sydney, Australia, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-34", "title": "Layout optimization of the secondary coils for wireless power transfer systems", "authors": "S. B. Lee and I. G. Jang", "journal": "IEEE WPTC, Colorado, USA, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-33", "title": "Resolution enhancement of skeletal QCT images for the volumes of interest", "authors": "J. J. Kim, Y. H. Lee, I. G. Jang", "journal": "RSNA, Chicago, USA, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-32", "title": "Localized resolution enhancement of QCT images for investigating trabecular architecture in proximal femur", "authors": "J. J. Kim, Y. H. Lee, I. G. Jang", "journal": "KCR, Seoul, Korea, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-31", "title": "Localized resolution enhancement of skeletal images based on topology optimization", "authors": "J. J. Kim and I. G. Jang", "journal": "WCSMO-11, Sydney, Australia, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-30", "title": "Application of distributed actuation mechanism to a hydraulic excavator", "authors": "J. H. Kim, Y. J. Shin, K. S. Kim, I. G. Jang", "journal": "IEEE SysCon, Vancouver, Canada, 2015.", "year": 2015, "category": "International Conference", "highlight": false }, { "id": "pub-conf-29", "title": "Development of a New Hydraulic Excavator based on Distributed Actuation Mechanism", "authors": "J. H. Kim, Y. J. Shin, K. S. Kim, I. G. Jang", "journal": "CJK-OSM8, Gyeongju, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-28", "title": "Development of the optimization framework for wireless power transfer system", "authors": "S. B. Lee, S. Ahn, I. G. Jang", "journal": "CJK-OSM8, Gyeongju, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-27", "title": "Development of the optimization framework for wireless power transfer systems", "authors": "S. B. Lee, S. Ahn, I. G. Jang", "journal": "IEEE WPTC, Jeju Island, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-26", "title": "Optimization of the wireless power transfer system in an electric railway", "authors": "S. B. Lee, S. Ahn, I. G. Jang", "journal": "IEEE WPTC, Jeju Island, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-25", "title": "Quantitative computed tomography image resolution enhancement based on topology optimization", "authors": "J. J. Kim and I. G. Jang", "journal": "IBEC, Gwangju, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-24", "title": "Fully automated segmentation of the proximal femur based on the complementary properties of thresholding and watershed algorithm", "authors": "J. J. Kim and I. G. Jang", "journal": "IBEC, Gwangju, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-23", "title": "QCT image enhancement for investigating trabecular architecture in proximal femur", "authors": "J. J. Kim, Y. H. Lee, I. G. Jang", "journal": "KCR, Seoul, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-22", "title": "Computational study of cortical and trabecular bone in human proximal femur during aging", "authors": "J. J. Kim, Y. K. Kim, I. G. Jang", "journal": "KCR, Seoul, Korea, 2014.", "year": 2014, "category": "International Conference", "highlight": false }, { "id": "pub-conf-21", "title": "Development of an optimization algorithm of the wireless power transfer", "authors": "S. B. Lee, S. Ahn, I. G. Jang", "journal": "APRSC, Taipei, Taiwan, 2013.", "year": 2013, "category": "International Conference", "highlight": false }, { "id": "pub-conf-20", "title": "Development of an optimization algorithm of the wireless power transfer", "authors": "S. B. Lee, S. Ahn, I. G. Jang", "journal": "CODE, Jeju Island, 2012.", "year": 2012, "category": "International Conference", "highlight": false }, { "id": "pub-conf-19", "title": "Structure optimization of 1-D laser sensors assembly for robust 6-DOF measurement", "authors": "Y. Kim, Y. K. Kim, K. Kim, S. Kim, B. M. Kwak, Y. S. Jung, I. G. Jang, E. H. Kim", "journal": "IEEE SysCon, Vancouver, Canada, 2012.", "year": 2012, "category": "International Conference", "highlight": false }, { "id": "pub-conf-18", "title": "Advanced sensing system of crane spreader motion (for Mobile Harbor)", "authors": "Y. Jung, I. G. Jang, B. M. Kwak, Y. K. Kim, Y. Kim, S. Kim, K. S. Kim, E. H. Kim", "journal": "IEEE SysCon, Vancouver, Canada, 2012.", "year": 2012, "category": "International Conference", "highlight": false }, { "id": "pub-conf-17", "title": "Developing a robust sensing system for remote relative 6-DOF motion using 1-D laser sensors", "authors": "Y. K. Kim, Y. Kim, K. Kim, S. Kim, Y. S. Jung, I. G. Jang, E. H. Kim", "journal": "IEEE SysCon, Vancouver, Canada, 2012.", "year": 2012, "category": "International Conference", "highlight": false }, { "id": "pub-conf-16", "title": "Conceptual design of Mobile Harbor based on topology optimization", "authors": "I. G. Jang, B. M. Kwak", "journal": "CJK OSM, Kyoto, Japan, 2012.", "year": 2012, "category": "International Conference", "highlight": false }, { "id": "pub-conf-15", "title": "Optimal layout of an offshore crane using topology optimization", "authors": "I. G. Jang, B. M. Kwak", "journal": "ASME, Houston, USA, 2012.", "year": 2012, "category": "International Conference", "highlight": false }, { "id": "pub-conf-14", "title": "Orientation control of a cranes spreader: Application on mobile harbor", "authors": "Q. H. Ngo, Y. Yu, E. H. Kim, I. G. Jang, K. S. Hong", "journal": "ICCAS, Gyeonggi-do, Korea, 2011.", "year": 2011, "category": "International Conference", "highlight": false }, { "id": "pub-conf-13", "title": "Robust measurement of spreader motion for mobile harbor", "authors": "Y. Jung, Y. K. Kim, Y. H. Kim, Y. G. Yu, E. H. Kim, I. G. Jang, S. H. Kim, B. M. Kwak, K. S. Kim", "journal": "SDPS, Jeju Island, Korea, 2011.", "year": 2011, "category": "International Conference", "highlight": false }, { "id": "pub-conf-12", "title": "Design a novel mechanism and control for the Mobile Harbor", "authors": "E. H. Kim, Y. S. Jung, Y. G. Yu, S. W. Kwon, H. J. Ju, I. G. Jang, S. H. Kim, B. M. Kwak, K. S. Kim", "journal": "SDPS, Jeju Island, Korea, 2011.", "year": 2011, "category": "International Conference", "highlight": false }, { "id": "pub-conf-11", "title": "Design an intelligent spreader for Mobile Harbor based on virtual force algorithm", "authors": "E. H. Kim, I. G. Jang, K. W. Kwak, Y. K. Kim, S. H. Kim, B. M. Kwak, K. S. Kim", "journal": "SDPS, Jeju Island, Korea, 2011.", "year": 2011, "category": "International Conference", "highlight": false }, { "id": "pub-conf-10", "title": "Development of an auto-positioning spreader for Mobile Harbor", "authors": "E. H. Kim, K. W. Kwak, Y. K. Kim, I. G. Jang, Y. S. Park, B. M. Kwak", "journal": "MOVIC, Tokyo, Japan, 2010.", "year": 2010, "category": "International Conference", "highlight": false }, { "id": "pub-conf-9", "title": "Size optimization of the crane for the mobile harbor", "authors": "U. J. Jung, S. B. Jeong, I. G. Jang, G. J. Park", "journal": "CJK OSM, Kyoto, Japan, 2010.", "year": 2010, "category": "International Conference", "highlight": false }, { "id": "pub-conf-8", "title": "Pattern design of non-pneumatic tire for stiffness using topology optimization", "authors": "B. M. Kwak, E. J. Yoo, Y. H. Sung, I. G. Jang", "journal": "ASME IDETC CIE, Quebec, Canada, 2009.", "year": 2009, "category": "International Conference", "highlight": false }, { "id": "pub-conf-7", "title": "Topology optimization for the study of disc degeneration on the trabecular architecture in human lumbar spine", "authors": "I. G. Jang, I. Y. Kim", "journal": "WCSMO, Lisboa, Portugal, 2009.", "year": 2009, "category": "International Conference", "highlight": false }, { "id": "pub-conf-6", "title": "Comparison of strain energy density based bone remodeling simulation and structural topology optimization", "authors": "I. G. Jang, I. Y. Kim, B. M. Kwak", "journal": "CANCAM, Toronto, Canada, 2007.", "year": 2007, "category": "International Conference", "highlight": false }, { "id": "pub-conf-5", "title": "Structural topology design using design space optimization", "authors": "I. G. Jang, I. Y. Kim, B. M. Kwak", "journal": "CANCAM, Toronto, Canada, 2007.", "year": 2007, "category": "International Conference", "highlight": false }, { "id": "pub-conf-4", "title": "Evolutionary topology optimization for large-scale problems using design space adjustment and refinement", "authors": "I. G. Jang, B. M. Kwak", "journal": "WCSMO, Rio de Janeiro, Brasil, 2005.", "year": 2005, "category": "International Conference", "highlight": false }, { "id": "pub-conf-3", "title": "Bone growth simulation using evolutionary topology optimization", "authors": "I. G. Jang, J. E. An, B. M. Kwak", "journal": "ICMOBT, Hawai, USA, 2005.", "year": 2005, "category": "International Conference", "highlight": false }, { "id": "pub-conf-2", "title": "Evolutionary topology optimization using design space optimization and its application", "authors": "I. G. Jang, B. M. Kwak", "journal": "ICCES, Chennai, India, 2005.", "year": 2005, "category": "International Conference", "highlight": false }, { "id": "pub-conf-1", "title": "Design space optimization for topology based on fixed grid", "authors": "I. G. Jang, B. M. Kwak", "journal": "AIAA/ISSMO MAO, Newyork, USA, 2004.", "year": 2004, "category": "International Conference", "highlight": false }, { "id": "pub-domestic-8", "title": "전기차 경로 문제를 대상으로 한 루프 방식 경로 표현법의 실도로 네트워크 적용", "authors": "김정훈, 심지섭, 장인권, 김근우", "journal": "대한기계학회논문집 A, 48(11), pp. 749-756 2024.", "year": 2024, "category": "Domestic Journal", "highlight": false }, { "id": "pub-domestic-7", "title": "최적화에 기반한 분산 구동 메커니즘의 생체 모방 가변 기어링", "authors": "김종호, 장인권", "journal": "대한기계학회 논문집 A, 46(8), pp. 695-701, 2022.", "year": 2022, "category": "Domestic Journal", "highlight": false }, { "id": "pub-domestic-6", "title": "위상최적설계를 이용한 스터브액슬의 경량화 설계", "authors": "김진수, 노홍승, 민연주, 허성호, 장인권", "journal": "한국정밀공학회지, 35(7), pp. 695-700, 2018.", "year": 2018, "category": "Domestic Journal", "highlight": false }, { "id": "pub-domestic-5", "title": "위상최적설계를 이용한 벌크 트레일러의 경량화 설계", "authors": "김진수, 노홍승, 민연주, 허성호, 신승진, 장인권", "journal": "자동차공학회 논문집, 25(5), pp. 548-554, 2017.", "year": 2017, "category": "Domestic Journal", "highlight": false }, { "id": "pub-domestic-4", "title": "풍동실험에 의한 갠트리 크레인의 풍력계수 산출과 구조 해석", "authors": "이재환, 김태완, 장인권, 한순흥", "journal": "대한조선학회 논문집, 48(2), pp. 165-170, 2011.", "year": 2011, "category": "Domestic Journal", "highlight": false }, { "id": "pub-domestic-3", "title": "크리깅을 이용한 제로 모멘트 크레인에 적용되는 조인트의 설계", "authors": "김재욱, 장인권, 곽병만", "journal": "대한기계학회 논문집 A, 34(5), pp. 597-604, 2010.", "year": 2010, "category": "Domestic Journal", "highlight": false }, { "id": "pub-domestic-2", "title": "설계공간 최적화를 이용한 뼈 성장 모사", "authors": "장인권, 곽병만", "journal": "대한기계학회논문집 A, 30(6), pp. 722-727, 2006.", "year": 2006, "category": "Domestic Journal", "highlight": false }, { "id": "pub-domestic-1", "title": "설계공간 조정과 세분화를 이용한 너클의 위상 최적설계", "authors": "장인권, 유용균, 곽병만", "journal": "대한기계학회논문집 A, 30(5), pp. 595-601, 2006.", "year": 2006, "category": "Domestic Journal", "highlight": false } ], "members": [ { "id": "faculty-in-gwun-jang", "name": "장인권", "nameEng": "In Gwun Jang", "role": "Faculty", "title": "Professor", "titleEng": "Professor", "email": "igjang@kaist.edu", "phone": "+82-42-350-1262 (Office)", "office": "Cho Chun Shik Graduate School of Mobility\nKorea Advanced Institute of Science and Technology (KAIST)\n193, Munji-ro, Yuseong-gu, Daejeon, Republic of Korea", "group": "", "bio": "", "bioEng": "", "interests": [ "Design optimization of mobility systems", "Modeling and simulation of multiphysics problems", "System engineering" ], "avatarColor": "#1D4ED8", "imageUrl": "contents/generated/6f13bf50f4ffaa7ef3baa0cd.jpg", "education": [ "Ph.D.: Mechanical Engineering, KAIST (2006)", "(Dissertation title: Evolutionary topology optimization using design space adjustment and refinement)", "M.S.: Mechanical Engineering, KAIST (1999)", "(Dissertation title: Optimal design of a nuclear fuel rd support structure based on contact stress analysis)", "B.S.: Mechanical Engineering, KAIST (1997)" ], "experience": [ "Department Head, Cho Chun Shik Graduate School of Mobility, KAIST, Mar. 2021- Feb. 2026", "Director, Center for Eco-friendly & Smart Vehicles, KAIST, Nov. 2017 - Nov. 2018", "Full Professor, Cho Chun Shik Graduate School of Mobility, KAIST, Sep. 2024-Present", "Associate Professor, Cho Chun Shik Graduate School of Mobility, KAIST, Mar. 2016-Aug. 2024", "Assistant Professor, Cho Chun Shik Graduate School of Mobility, KAIST, Jan. 2011-Feb. 2016", "Research Assistant Professor, Ocean Systems Engineering, KAIST, Apr. 2009-Dec. 2010", "Postdoctoral Fellow, Mechanical and Materials Engineering, Queen’s University, Canada, Nov. 2006-Mar. 2009" ], "awards": [ "Young Scientist Award (awardee: Dr. Changwoo Lee), Asian Congress of Structural and Multidisciplinary Optimization, 2022", "Grand prize (awardee: Hyukjin Koh), Student Competition Award, Korean Society for Mechanical Engineers, 2022", "Best Paper Award (awardee: Dr. Jong Ho Kim), Korean Society for Mechanical Engineers, 2021", "Best Paper Award (awardee: Mingi Kim), Korean Institute of Electromagnetic Engineering and Science, 2021", "2nd prize, Student Competition Award (awardee: Mingi Kim), IEEE Wireless Power Transfer Conference, 2020", "Best Paper Award (awardee: Mingi Kim), Korean Society for Mechanical Engineers, 2019", "Silver prize, Student Competition Award (awardee: Sangmin Sin), Korean Society for Mechanical Engineers, 2019", "Best Student Paper Award (awardee: Jung Jin Kim), Asian Congress of Structural and Multidisciplinary Optimization, 2018", "Grand prize, Student Competition Award (awardee: Jung Jin Kim), Korean Society for Mechanical Engineers, 2018", "Best Paper Award (awardee: Jinsu Kim), Korean Society for Fluid Machinery, 2017", "Silver prize, Student Competition Award (awardee: Jinsu Kim), Korean Society for Mechanical Engineers, 2016", "Best Paper Award (awardee: Jung Jin Kim), Korean Society for Design Optimization, 2015", "Best Student Paper Award (awardee: Seung Beop Lee), IEEE Wireless Power Transfer Conference, 2014", "Best Paper Award (awardee: Seung Beop Lee), Korean Society for Railway, 2013", "Post-doctoral Travel Awards, Queen’s University, Apr. 2007", "Fellowship (Post-doc.), Korea Research Foundation, Aug. 2006" ], "patents": [], "publicationsList": [], "customSections": [ { "heading": "Education", "items": [ "Ph.D.: Mechanical Engineering, KAIST (2006)", "(Dissertation title: Evolutionary topology optimization using design space adjustment and refinement)", "M.S.: Mechanical Engineering, KAIST (1999)", "(Dissertation title: Optimal design of a nuclear fuel rd support structure based on contact stress analysis)", "B.S.: Mechanical Engineering, KAIST (1997)" ] }, { "heading": "Professional Experience", "items": [ "Department Head, Cho Chun Shik Graduate School of Mobility, KAIST, Mar. 2021- Feb. 2026", "Director, Center for Eco-friendly & Smart Vehicles, KAIST, Nov. 2017 - Nov. 2018", "Full Professor, Cho Chun Shik Graduate School of Mobility, KAIST, Sep. 2024-Present", "Associate Professor, Cho Chun Shik Graduate School of Mobility, KAIST, Mar. 2016-Aug. 2024", "Assistant Professor, Cho Chun Shik Graduate School of Mobility, KAIST, Jan. 2011-Feb. 2016", "Research Assistant Professor, Ocean Systems Engineering, KAIST, Apr. 2009-Dec. 2010", "Postdoctoral Fellow, Mechanical and Materials Engineering, Queen’s University, Canada, Nov. 2006-Mar. 2009" ] }, { "heading": "Fellowships & Awards", "items": [ "Young Scientist Award (awardee: Dr. Changwoo Lee), Asian Congress of Structural and Multidisciplinary Optimization, 2022", "Grand prize (awardee: Hyukjin Koh), Student Competition Award, Korean Society for Mechanical Engineers, 2022", "Best Paper Award (awardee: Dr. Jong Ho Kim), Korean Society for Mechanical Engineers, 2021", "Best Paper Award (awardee: Mingi Kim), Korean Institute of Electromagnetic Engineering and Science, 2021", "2nd prize, Student Competition Award (awardee: Mingi Kim), IEEE Wireless Power Transfer Conference, 2020", "Best Paper Award (awardee: Mingi Kim), Korean Society for Mechanical Engineers, 2019", "Silver prize, Student Competition Award (awardee: Sangmin Sin), Korean Society for Mechanical Engineers, 2019", "Best Student Paper Award (awardee: Jung Jin Kim), Asian Congress of Structural and Multidisciplinary Optimization, 2018", "Grand prize, Student Competition Award (awardee: Jung Jin Kim), Korean Society for Mechanical Engineers, 2018", "Best Paper Award (awardee: Jinsu Kim), Korean Society for Fluid Machinery, 2017", "Silver prize, Student Competition Award (awardee: Jinsu Kim), Korean Society for Mechanical Engineers, 2016", "Best Paper Award (awardee: Jung Jin Kim), Korean Society for Design Optimization, 2015", "Best Student Paper Award (awardee: Seung Beop Lee), IEEE Wireless Power Transfer Conference, 2014", "Best Paper Award (awardee: Seung Beop Lee), Korean Society for Railway, 2013", "Post-doctoral Travel Awards, Queen’s University, Apr. 2007", "Fellowship (Post-doc.), Korea Research Foundation, Aug. 2006" ] }, { "heading": "Research Interests", "items": [ "Design optimization of mobility systems", "Modeling and simulation of multiphysics problems", "System engineering" ] } ] }, { "id": "student-minseok-kang", "name": "강민석", "nameEng": "Minseok Kang", "role": "Student", "degreeType": "PhD", "title": "Ph.D. Candidate", "titleEng": "Ph.D. Candidate", "email": "seok1598@kaist.ac.kr", "phone": "+82-42-350-1282 (Office)", "office": "", "group": "ESO (WPT)", "bio": "", "bioEng": "", "interests": [], "avatarColor": "#1E40AF", "imageUrl": "contents/generated/d620eb0377a03de35e313678.jpg", "education": [ "M.S.: KAIST, Graduate School of Green Transportation", "B.S.: Korea University of Education and Technology, Mechatronics engineering" ], "experience": [], "awards": [ "이공분야 학술연구지원사업(박사과정생연구장려금지원), 2025.09 ~ 2027.08.", "이현수, 우성호, 허성렬, 이상욱, 이재원, 이창민, 강민석, 안승영, IEEE EMC-S Daejeon-Seoul Joint Chapter Chair Award 수상, 2026." ], "patents": [ "I. G. Jang, M. Kim, and M. Kang, \"Real-time approximation method and apparatus of mutual inductance between transmitters and receivers for determining optimal operating condition in multiple-receiver wireless power transfer systems,\" KR Patent, Patent Number: 10-2694022, 2024.", "I. G. Jang, M. Kim, and M. Kang, \"Real-time approximation method and apparatus of mutual inductance between transmitters and receivers for determining optimal operating condition in multiple-receiver wireless power transfer systems,\" US Patent, Patent Number: 12,301,015 B2, 2025.", "I. G. Jang, M. Kang, and S. Gwon, \"Two-stage method for sequential estimation of all mutual inductance between coils in multi-receiver wireless power transfer systems and device for operating the same ,\" KR Patent, Application Number: 10-2025-0132299, 2025.", "S. Ahn, H. Lee, S. Woo, S. Huh, S. Lee, J. Rhee, C. Lee, M. Kang, K. Choi, and Y. Jun, \"Method, program and system for reducing electromagnetic interference of a wireless power transfer system,\" KR Patent, Application Number: 10-2025-0128151, 2025." ], "publicationsList": [ "M. Kim*, M. Kang* (co-first author), C. Chu, Y. Lee, S. Gwon, and I. G. Jang, \"Fault Detection of Coil Misalignment in Multi-receiver Wireless Power Transfer Systems with the Estimated Mutual Inductance\", IEEE Transactions on Industrial Electronics, 2026, Early access DOI, 10.1109/TIE.2026.3675172. (JCR 2024 IF=7.2, Top 4.4%)", "S. Woo, S. Huh, S. Lee, J. Rhee, C. Lee, M. Kang, S. Ahn, \"An Efficient EMI Reduction Method through Harmonic Magnetic Field Balancing in Electric Vehicle Wireless Power Transfer System\", IEEE transactions on Electromagnetic Compatibility, vol. 68, no. 1, pp. 246-258, Feb. 2026. (JCR 2024 IF=2.5)", "M. Kang, M. Kim, and I. G. Jang, \"Determination of the Optimal Load Condition for Multi-receiver Wireless Power Transfer Systems\", Asian Congress of Structural and Multidisciplinary Optimization (ACSMO), 2022.", "M. Kim, M. Kang, and I. G. Jang, \"Estimation of the Mutual Inductance in Multi-receiver Wireless Power Transfer Systems\", Wireless Power Technology Conference and Expo (WPTCE), 2023.", "M. Kang, M. Kim, and I. G. Jang, \"Study on Estimating the Full Mutual Inductance Information in Multi-Receiver Wireless Power Transfer Systems\", Wireless Power Technology Conference and Expo (WPTCE), 2024.", "M. Kang, S. Gwon, and I. G. Jang, \"Stable and practical operation for multi-receiver wireless power transfer systems by estimating mutual inductance estimation\", Wireless Power Technology Conference and Expo (WPTCE, Student design competition) , 2025.", "M. Kang, S. Gwon, and I. G. Jang, \"Determination of the Optimal Load Condition for Multi-receiver Wireless Power Transfer Systems\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2025.", "강민석, 김민기, 장인권, \"다중수신 무선전력전송 시스템의 전송효율 및 정격용량을 고려한 수신기의 DC/DC 컨버터의 최적 듀티비 결정\", 한국전자파학회, 2021.", "강민석, 김민기, 장인권, \"다중수신 무선전력전송 시스템을 위한 최적 부하 조건 결정\", 대한기계학회 학술대회, 2022.", "강민석, 김민기, 조원영, 장인권, \"무선 충전을 위한 상호 인덕턴스 추정\", 한국ITS학회 2023년 추계학술대회, 2023" ], "customSections": [ { "heading": "Education", "items": [ "M.S.: KAIST, Graduate School of Green Transportation", "B.S.: Korea University of Education and Technology, Mechatronics engineering" ] }, { "heading": "International Journal", "items": [ "M. Kim*, M. Kang* (co-first author), C. Chu, Y. Lee, S. Gwon, and I. G. Jang, \"Fault Detection of Coil Misalignment in Multi-receiver Wireless Power Transfer Systems with the Estimated Mutual Inductance\", IEEE Transactions on Industrial Electronics, 2026, Early access DOI, 10.1109/TIE.2026.3675172. (JCR 2024 IF=7.2, Top 4.4%)", "S. Woo, S. Huh, S. Lee, J. Rhee, C. Lee, M. Kang, S. Ahn, \"An Efficient EMI Reduction Method through Harmonic Magnetic Field Balancing in Electric Vehicle Wireless Power Transfer System\", IEEE transactions on Electromagnetic Compatibility, vol. 68, no. 1, pp. 246-258, Feb. 2026. (JCR 2024 IF=2.5)" ] }, { "heading": "International Conference", "items": [ "M. Kang, M. Kim, and I. G. Jang, \"Determination of the Optimal Load Condition for Multi-receiver Wireless Power Transfer Systems\", Asian Congress of Structural and Multidisciplinary Optimization (ACSMO), 2022.", "M. Kim, M. Kang, and I. G. Jang, \"Estimation of the Mutual Inductance in Multi-receiver Wireless Power Transfer Systems\", Wireless Power Technology Conference and Expo (WPTCE), 2023.", "M. Kang, M. Kim, and I. G. Jang, \"Study on Estimating the Full Mutual Inductance Information in Multi-Receiver Wireless Power Transfer Systems\", Wireless Power Technology Conference and Expo (WPTCE), 2024.", "M. Kang, S. Gwon, and I. G. Jang, \"Stable and practical operation for multi-receiver wireless power transfer systems by estimating mutual inductance estimation\", Wireless Power Technology Conference and Expo (WPTCE, Student design competition) , 2025.", "M. Kang, S. Gwon, and I. G. Jang, \"Determination of the Optimal Load Condition for Multi-receiver Wireless Power Transfer Systems\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2025." ] }, { "heading": "Domestic Conference", "items": [ "강민석, 김민기, 장인권, \"다중수신 무선전력전송 시스템의 전송효율 및 정격용량을 고려한 수신기의 DC/DC 컨버터의 최적 듀티비 결정\", 한국전자파학회, 2021.", "강민석, 김민기, 장인권, \"다중수신 무선전력전송 시스템을 위한 최적 부하 조건 결정\", 대한기계학회 학술대회, 2022.", "강민석, 김민기, 조원영, 장인권, \"무선 충전을 위한 상호 인덕턴스 추정\", 한국ITS학회 2023년 추계학술대회, 2023" ] }, { "heading": "Patent", "items": [ "I. G. Jang, M. Kim, and M. Kang, \"Real-time approximation method and apparatus of mutual inductance between transmitters and receivers for determining optimal operating condition in multiple-receiver wireless power transfer systems,\" KR Patent, Patent Number: 10-2694022, 2024.", "I. G. Jang, M. Kim, and M. Kang, \"Real-time approximation method and apparatus of mutual inductance between transmitters and receivers for determining optimal operating condition in multiple-receiver wireless power transfer systems,\" US Patent, Patent Number: 12,301,015 B2, 2025.", "I. G. Jang, M. Kang, and S. Gwon, \"Two-stage method for sequential estimation of all mutual inductance between coils in multi-receiver wireless power transfer systems and device for operating the same ,\" KR Patent, Application Number: 10-2025-0132299, 2025.", "S. Ahn, H. Lee, S. Woo, S. Huh, S. Lee, J. Rhee, C. Lee, M. Kang, K. Choi, and Y. Jun, \"Method, program and system for reducing electromagnetic interference of a wireless power transfer system,\" KR Patent, Application Number: 10-2025-0128151, 2025." ] }, { "heading": "Award & Fellowship", "items": [ "이공분야 학술연구지원사업(박사과정생연구장려금지원), 2025.09 ~ 2027.08.", "이현수, 우성호, 허성렬, 이상욱, 이재원, 이창민, 강민석, 안승영, IEEE EMC-S Daejeon-Seoul Joint Chapter Chair Award 수상, 2026." ] } ] }, { "id": "student-hyukjin-koh", "name": "고혁진", "nameEng": "Hyukjin Koh", "role": "Student", "degreeType": "PhD", "title": "Ph.D. Candidate", "titleEng": "Ph.D. Candidate", "email": "hyukjin.koh@kaist.ac.kr", "phone": "+82-42-350-1282 (Office)", "office": "", "group": "BSO", "bio": "", "bioEng": "", "interests": [], "avatarColor": "#1E40AF", "imageUrl": "contents/generated/c7b2d4709d55167c9138f401.jpg", "education": [ "M.S.: KAIST, Graduate School of Mobility", "B.S.: GIST, Mechanical Engineering" ], "experience": [ "[1] Teaching Assistant, 해석에서 설계 최적화 및 PINN/LLM 활용까지, KAIST 산학협동 공개강좌, 2026.", "[2] Teaching Assistant, AI 기반 설계: 해석에서 설계 최적화까지, KAIST 산학협동 공개강좌, 2025.", "[3] Teaching Assistant, 인공지능을 활용한 최적 설계: 이론 및 실습, 한국최적설계학회 2024학년도 하계 강습회, 2024.", "[4] Teaching Assistant, 인공지능과 설계: 해석 예측에서 설계 최적화까지, KAIST 산학협동 공개강좌, 2024.", "[5] Teaching Assistant, MO505, KAIST, 2022~2025." ], "awards": [ "[1] 고혁진, 차세대 공학연구자 우수상, 한국이공학진흥원, 2025.", "[2] 고혁진, 우수조교상, KAIST, 2024.", "[3] 천봉주, 고혁진, 장인권, 대한기계학회 2022년도 학술대회 우수논문상, 대한기계학회, 2023.", "[4] 고혁진, 장인권, 대한기계학회 CAE 및 응용역학부문 2022년 춘계학술대회 우수논문상, 대한기계학회, 2023.", "[5] 고혁진 (지도교수: 장인권), 대한기계학회 CAE 및 응용역학부문 2022년 춘계학술대회 학생경진대회 대상, 대한기계학회, 2022." ], "patents": [ "[1] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", EP Patent, Application number: 23152812.6, 2023.", "[2] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", US Patent, Patent number: 12573117, 2026.", "[3] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", PCT Patent, Application number: PCT/KR2022/020533, 2022.", "[4] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", KR Patent, Application number: 10-2022-0127616, 2022.", "[5] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", EP Patent, Patent number: 04167178.7, 2025.", "[6] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", US Patent, Patent number: 12175665, 2024.", "[7] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", PCT Patent, Application number: PCT/KR2021/018382, 2021.", "[8] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", KR Patent, Patent number: 10-2643198, 2024." ], "publicationsList": [ "[1] H. Koh, J. J. Kim, Y. H. Lee, I. G. Jang, \"Validation study of topology optimization-based 3D trabecular bone reconstruction\", Under review.", "[2] H. Koh, B. J. Chun, Y. H. Lee, I. G. Jang, \"Patchwise reconstruction of 3D trabecular bone using topology optimization-driven deep learning\", Under review.", "[3] B. J. Chun, S. M. Sin, H. Koh, J. J. Kim, I. G. Jang, \"Patchwise Trabecular Bone Reconstruction of a 2D Proximal Femur Using Deep Learning and Seamless Quilting Algorithm\", IRBM, vol. 46, no. 3, p. 100889, 2025. (JCR 2023 IF=5.6, Top 17.5%)", "[4] H. Koh, B. J. Chun, I. G. Jang, \"Node-link representation-based deep learning method for reconstructing trabecular bone from low-resolution images\", Expert Systems with Applications, vol. 268, p. 126299, 2025. (JCR 2023 IF=7.5, Top 5.2%)", "[1] H. Koh, B. J. Chun, I. G. Jang, \"Topology optimization-driven deep learning and seamless quilting for patchwise trabecular bone reconstruction\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2025.", "[2] B. J. Chun, H. Koh, I. G. Jang, \"Deep learning-based patchwise 3D bone microstructure reconstruction\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2023.", "[3] H. Koh, I. G. Jang, \"Bone microstructure reconstruction from low-resolution skeletal images using deep learning with node-link graph-based connectivity\", Asian Congress of Structural and Multidisciplinary Optimization (ACSMO), 2022.", "[1] 고혁진, 김창영, 장인권, \"데이터 기반 SKIP-STOP 도시 철도 급행 서비스 최적화: 서울 지하철 4호선의 사례\", 한국ITS학회 추계학술대회, 2023.", "[2] 천봉주, 고혁진, 장인권, \"딥 러닝을 통한 3차원 골 미세구조의 패치 별 재구성\", 대한기계학회 학술대회, 2022.", "[3] 고혁진, 장인권, \"노드-링크 그래프 기반 연결성을 고려하는 딥러닝을 이용한 골격계 영상의 골 미세구조 재구성\", 대한기계학회 CAE 및 응용역학 부문 춘계학술대회, 2022.", "[4] 고혁진, 장인권, \"심층 신경망으로 재구성된 골 미세구조의 구조적 절단 문제를 개선하기 위한 노드-링크 그래프 기반 후처리 방법\", 대한기계학회 CAE 및 응용역학 부문 춘계학술대회, 2021." ], "customSections": [ { "heading": "Education", "items": [ "M.S.: KAIST, Graduate School of Mobility", "B.S.: GIST, Mechanical Engineering" ] }, { "heading": "International Journal", "items": [ "[1] H. Koh, J. J. Kim, Y. H. Lee, I. G. Jang, \"Validation study of topology optimization-based 3D trabecular bone reconstruction\", Under review.", "[2] H. Koh, B. J. Chun, Y. H. Lee, I. G. Jang, \"Patchwise reconstruction of 3D trabecular bone using topology optimization-driven deep learning\", Under review.", "[3] B. J. Chun, S. M. Sin, H. Koh, J. J. Kim, I. G. Jang, \"Patchwise Trabecular Bone Reconstruction of a 2D Proximal Femur Using Deep Learning and Seamless Quilting Algorithm\", IRBM, vol. 46, no. 3, p. 100889, 2025. (JCR 2023 IF=5.6, Top 17.5%)", "[4] H. Koh, B. J. Chun, I. G. Jang, \"Node-link representation-based deep learning method for reconstructing trabecular bone from low-resolution images\", Expert Systems with Applications, vol. 268, p. 126299, 2025. (JCR 2023 IF=7.5, Top 5.2%)" ] }, { "heading": "International Conference", "items": [ "[1] H. Koh, B. J. Chun, I. G. Jang, \"Topology optimization-driven deep learning and seamless quilting for patchwise trabecular bone reconstruction\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2025.", "[2] B. J. Chun, H. Koh, I. G. Jang, \"Deep learning-based patchwise 3D bone microstructure reconstruction\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2023.", "[3] H. Koh, I. G. Jang, \"Bone microstructure reconstruction from low-resolution skeletal images using deep learning with node-link graph-based connectivity\", Asian Congress of Structural and Multidisciplinary Optimization (ACSMO), 2022." ] }, { "heading": "Domestic Conference", "items": [ "[1] 고혁진, 김창영, 장인권, \"데이터 기반 SKIP-STOP 도시 철도 급행 서비스 최적화: 서울 지하철 4호선의 사례\", 한국ITS학회 추계학술대회, 2023.", "[2] 천봉주, 고혁진, 장인권, \"딥 러닝을 통한 3차원 골 미세구조의 패치 별 재구성\", 대한기계학회 학술대회, 2022.", "[3] 고혁진, 장인권, \"노드-링크 그래프 기반 연결성을 고려하는 딥러닝을 이용한 골격계 영상의 골 미세구조 재구성\", 대한기계학회 CAE 및 응용역학 부문 춘계학술대회, 2022.", "[4] 고혁진, 장인권, \"심층 신경망으로 재구성된 골 미세구조의 구조적 절단 문제를 개선하기 위한 노드-링크 그래프 기반 후처리 방법\", 대한기계학회 CAE 및 응용역학 부문 춘계학술대회, 2021." ] }, { "heading": "Patent", "items": [ "[1] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", EP Patent, Application number: 23152812.6, 2023.", "[2] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", US Patent, Patent number: 12573117, 2026.", "[3] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", PCT Patent, Application number: PCT/KR2022/020533, 2022.", "[4] I. G. Jang, B. J. Chun, H. Koh, \"Method and device for deep learning-based patchwise reconstruction from clinical CT Scan data\", KR Patent, Application number: 10-2022-0127616, 2022.", "[5] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", EP Patent, Patent number: 04167178.7, 2025.", "[6] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", US Patent, Patent number: 12175665, 2024.", "[7] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", PCT Patent, Application number: PCT/KR2021/018382, 2021.", "[8] I. G. Jang, H. Koh, B. J. Chun, \"Computer system for trabecular connectivity recovery of skeletal images reconstructed by artificial neural network through node-link graph-based bone microstructure representation, and method of the same\", KR Patent, Patent number: 10-2643198, 2024." ] }, { "heading": "Award", "items": [ "[1] 고혁진, 차세대 공학연구자 우수상, 한국이공학진흥원, 2025.", "[2] 고혁진, 우수조교상, KAIST, 2024.", "[3] 천봉주, 고혁진, 장인권, 대한기계학회 2022년도 학술대회 우수논문상, 대한기계학회, 2023.", "[4] 고혁진, 장인권, 대한기계학회 CAE 및 응용역학부문 2022년 춘계학술대회 우수논문상, 대한기계학회, 2023.", "[5] 고혁진 (지도교수: 장인권), 대한기계학회 CAE 및 응용역학부문 2022년 춘계학술대회 학생경진대회 대상, 대한기계학회, 2022." ] }, { "heading": "Teaching Experience", "items": [ "[1] Teaching Assistant, 해석에서 설계 최적화 및 PINN/LLM 활용까지, KAIST 산학협동 공개강좌, 2026.", "[2] Teaching Assistant, AI 기반 설계: 해석에서 설계 최적화까지, KAIST 산학협동 공개강좌, 2025.", "[3] Teaching Assistant, 인공지능을 활용한 최적 설계: 이론 및 실습, 한국최적설계학회 2024학년도 하계 강습회, 2024.", "[4] Teaching Assistant, 인공지능과 설계: 해석 예측에서 설계 최적화까지, KAIST 산학협동 공개강좌, 2024.", "[5] Teaching Assistant, MO505, KAIST, 2022~2025." ] } ] }, { "id": "student-jeonghun-kim", "name": "김정훈", "nameEng": "Jeonghun Kim", "role": "Student", "degreeType": "PhD", "title": "Ph.D. Candidate", "titleEng": "Ph.D. Candidate", "email": "jhkim17@kaist.ac.kr", "phone": "+82-42-350-1282 (Office)", "office": "", "group": "MSO", "bio": "", "bioEng": "", "interests": [], "avatarColor": "#1E40AF", "imageUrl": "contents/generated/131e832035c3b5f90e2f46be.jpg", "education": [ "M.S.: KAIST, Graduate school of Mobility", "B.S.: Korea University of Education and Technology, Mechanical engineering" ], "experience": [], "awards": [ "우수논문상, 한국ITS학회 2023년 추계학술대회, 2023.", "학업우수상, KAIST 조천식모빌리티대학원, 2023 Fall Semester.", "대한교통학회 회장상, 대한교통학회, 2025.", "우수논문상, 2024년 대한기계학회, 2025.", "우수논문상, 한국ITS학회 2025년 추계학술대회, 2025.", "대한기계학회 논문상-우수논문(대한기계학회논문집A), 대한기계학회, 2025.", "공로상, KAIST 조천식모빌리티대학원, 2026." ], "patents": [ "I. G. Jang, G. Kim, J. Kim, K. Jang, \"Optimal path calculation system and method based on loop variables with post processing applied\", KR Patent, Application Number: 10-2023-0157983 , 2023.", "I. G. Jang, G. Kim, C. Kim, J. Kim, \"LEAST COST PATH SELECTION SYSTEM AND METHOD\", KR Patent, Application Number: 10-2024-0144119, 2024.", "Patent (International)", "I. G. Jang, G. Kim, J. Kim, K. Jang, “SYSTEM AND METHOD FOR COMPUTING OPTIMAL PATH BASED ON LOOP VARIABLES WITH POST-PROCESSING APPLIED”, US Patent, Application Number: 18/775,172, 2024.", "I. G. Jang, G. Kim, C. Kim, and J. Kim, “LEAST COST PATH SELECTION SYSTEM AND METHOD”, US Patent, Application Number: 19/080,596, 2025." ], "publicationsList": [ "G. Kim, C. Kim, S. Park, J. Kim, and I. G. Jang, “Linear Programming of the Loopwise Route Representation for the Shortest Path Problems by Introducing the Reference Link Flow”, IEEE Access, vol. 13, pp. 38856 - 38864, 2025, doi: 10.1109/ACCESS.2025.3546320 (Impact factor: 3.4).", "J. Kim, G. Kim, and I. G. Jang, “Connectivity-guaranteed Deep Learning for Finding a Near-optimal Path with Random O-D pairs,” (Under review)", "Domestic Journal", "김정훈, 심지섭, 장인권, 김근우, \"전기차 경로 문제를 대상으로 한 루프 방식 경로 표현법의 실도로 네트워크 적용,\" 대한기계학회논문집 A, 제 48권 제 11호.", "J. Kim, G. Kim, I. G. Jang, \"Deep Learning-based Topology Optimization for Shortest Path Problems\", ACSMO, 2024.", "J. Kim, G. Kim, C. Kim, I. G. Jang, \"Deep Learning-based Topology Optimization for Shortest Path Problems\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2025.", "J. Kim, I. G. Jang, \"Topology optimization-based path planning for complex maze networks\", ACSMO, 2026.", "김정훈, 김근우, 장인권, \"딥러닝을 활용한 루프 기반 최단 경로 탐색 방법\", 한국ITS학회 추계학술대회, 2023.", "김성용, 김정훈, 김근우, 장인권, \"대중교통 승객 맞춤형 경로 추천을 위한 루프 기반 경로 최적화: 수도권 전철 적용 사례\", 한국 ITS 학회 추계학술대회, 2023.", "김정훈, 김근우, 장인권, \"딥러닝을 활용한 위상 최적화 가속화: 최단경로 문제 사례\", 대한기계학회 CAE 및 응용역학부문 춘계학술대회 학생경진대회, 2024.", "김정훈, 김근우, 장인권, \"최단 경로 문제를 위한 딥러닝 기반 위상 최적화\", 대한기계학회 학술대회, 2024.", "김정훈, 장인권, \"복잡한 미로 네트워크를 위한 딥러닝 기반 경로 계획\", 한국ITS학회 추계학술대회, 2025.", "김정훈, 장인권, \"복잡한 미로 네트워크를 위한 딥러닝 기반 경로 계획\", 대한기계학회 CAE 및 응용역학부분 춘계학술대회, 2026." ], "customSections": [ { "heading": "Education", "items": [ "M.S.: KAIST, Graduate school of Mobility", "B.S.: Korea University of Education and Technology, Mechanical engineering" ], "icon": "education" }, { "heading": "International Journal", "items": [ "M.S.: KAIST, Graduate School of Mobility
B.S.: Chungnam National University, Mechanical Engineering (수석)
" ], "icon": "education" }, { "heading": "International Journal", "items": [ "C. Kim, G. Kim, and I. G. Jang, “Linearized Loopwise Route Representation for Solving Symmetric Traveling Salesman Problems without the Origin-Destination Matrix”, IEEE Transactions on Intelligent Transportation Systems, 2026, Early access, DOI: 10.1109/TITS.2026.3724185. (JCR 2024 IF=8.4, TOP 2.4%)
G. Kim, C. Kim, S. Park, J. Kim, and I. G. Jang, “Linear Programming of the Loopwise Route Representation for the Shortest Path Problems by Introducing the Reference Link Flow”, IEEE Access, vol. 13, pp. 38856 - 38864, 2025. (JCR 2024 IF=3.6)
C. Kim and I. G. Jang, \"Linearization of Topology Optimization for Traveling Salesman Problem\", Asian Congress of Structural and Multidisciplinary Optimization (ACSMO), 2026.
J. Kim, G. Kim, C. Kim, and I. G. Jang, \"Deep Learning-based Topology Optimization for Shortest Path Problems\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2025.
김창영, 장인권, \"위상최적설계 기반 차량 경로 최적화에 대한 선형 정식화\", 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 2026.
김창영, 장인권, \"위상최적설계 기반 차량 경로 최적화에 대한 선형 정식화\", 대한기계학회 CAE 및 응용역학부문 춘계학술대회 학생경진대회, 2025.
김창영, 김근우, 장인권, \"루프 기반 경로 최적화의 계산 가속화를 위한 선형화 방법\", 한국ITS학회 추계학술대회, 2024.
김창영, 김근우, 장인권, \"루프 표현법과 위상최적설계에 기반한 차량 경로 최적화에 대한 선형화 방안\", 대한기계학회 CAE 및 응용역학부문 춘계학술대회 학생경진대회, 2024.
고혁진, 김창영, 장인권, \"데이터 기반 SKIP-STOP 도시 철도 급행 서비스 최적화: 서울 지하철 4호선의 사례\", 한국ITS학회 추계학술대회, 2023.
I. G. Jang, G. Kim, C. Kim, and J. Kim, “LEAST COST PATH SELECTION SYSTEM AND METHOD”, US Patent, Application Number: 19/080,596, 2025.
" ], "icon": "patent" }, { "heading": "Patent (Domestic)", "items": [ "I. G. Jang, J. Kim, C. Kim, S. Park, and E. Lee, \"경로 산출 시스템 및 그 방법\", KR Patent, Application Number: 10-2026-0119490, 2026.
I. G. Jang, G. Kim, C. Kim, and J. Kim, \"최소 비용 경로 선택 시스템 및 방법\", KR Patent, Application Number: 10-2024-0144119, 2024.
" ], "icon": "patent" }, { "heading": "Award", "items": [ "김창영, 장인권, 대한기계학회 CAE 및 응용역학부문 우수학위논문상, 대한기계학회, 2026.
김창영, 김근우, 장인권, 대한기계학회 CAE 및 응용역학부문 2024년 춘계학술대회 학생경진대회 장려상, 대한기계학회, 2024.
M. Kim*, M. Kang* (co-first author), C. Chu, Y. Lee, S. Gwon, and I. G. Jang, \"Fault Detection of Coil Misalignment in Multi-receiver Wireless Power Transfer Systems with the Estimated Mutual Inductance\", IEEE Transactions on Industrial Electronics, 2026, Accepted. (JCR 2024 IF=7.2, Top 4.4%)
" ], "icon": "journal" }, { "heading": "International Conference", "items": [ "M. Kang, S. Gwon, and I. G. Jang, \"Stable and practical operation for multi-receiver wireless power transfer systems by estimating mutual inductance estimation\", Wireless Power Technology Conference and Expo (WPTCE, Student design competition), 2025.
", "M. Kang, S. Gwon, and I. G. Jang, \"Determination of the Optimal Load Condition for Multi-receiver Wireless Power Transfer Systems\", World Congress of Structural and Multidisciplinary Optimization (WCSMO), 2025.
" ], "icon": "conference" }, { "heading": "Patent", "items": [ "I. G. Jang, M. Kang, and S. Gwon, \"Two-stage method for sequential estimation of all mutual inductance between coils in multi-receiver wireless power transfer systems and device for operating the same\", KR Patent, Application Number: 10-2025-0132299, 2025.
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" ] } ] } ], "notices": [ { "id": "news-notice-76", "date": "2026.05.11", "title": "2026년 대한기계학회, 우수학위논문상, 김창영", "content": "수상 본문\n\n김창영 학생이 2026년 대한기계학회 CAE 및 응용역학부문 우수학위논문상을 수상하였습니다.\n\n수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.", "tag": "Notice" }, { "id": "news-notice-75", "date": "2026.04.22", "title": "생성 AI 선도인재양성 사업 과제 선정", "content": "사업 개요 및 지원 내용\n\n2026년도 생성AI 선도인재양성사업에 선정되었습니다.\n\n롯데 이노베이션 주관 컨소시움에 포함되어 있으며 과제 기간은 2026년 ~ 2029년 입니다.\n\n과제 선정을 축하드리며, 연구가 의미 있는 성과로 이어지기를 기원합니다.", "tag": "Notice" }, { "id": "news-notice-74", "date": "2026.03.23", "title": "한국연구재단(NRF) 핵심연구과제 선정", "content": "과제 기술 요약도\n\n2026년도 한국연구재단(NRF) 핵심연구과제에 선정되었습니다.\n\n이번 과제는 Topology optimization 기반 접근과 Diffusion model을 결합하여, 대규모 3차원 골격계 영상의 Super-resolution 방법을 개발하는 것을 목표로 합니다. 이를 통해 대규모 3D 영상 데이터에서의 해상도 향상과 정밀 분석을 위한 기반을 마련할 것으로 기대됩니다.\n\n과제명: 위상최적설계 기반의 확산 모델을 활용한 대규모 3차원 골격계 영상 고해상화 방법 개발\n\n(Development of a super-resolution method for large-scale 3D skeletal images using topology optimization-driven diffusion model)\n\n연구기간: 2026년 ~ 2029년(4년)\n\n책임자: 장인권 교수님\n\n과제 선정을 축하드리며, 연구가 의미 있는 성과로 이어지기를 기원합니다.", "tag": "Notice" }, { "id": "news-notice-73", "date": "2025.12.11", "title": "2024년 대한기계학회, 우수논문상, 김정훈", "content": "김정훈 학생이 2024년 대한기계학회에서 우수논문상을 수상하였습니다.\n\n수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.", "tag": "Notice" }, { "id": "news-notice-72", "date": "2025.10.31", "title": "2025년 한국ITS학회, 우수논문상, 김정훈", "content": "김정훈 학생이 2025년 한국ITS학회에서 우수논문상을 수상하였습니다.\n\n수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.", "tag": "Notice" } ], "lectures": [ { "id": "lecture-1", "code": "MO 50181", "title": "Computational Analysis and Design for Mobility Systems", "semester": "Spring semester", "description": "Computational Analysis and Design for Mobility Systems", "syllabus": [] }, { "id": "lecture-2", "code": "MO 640", "title": "Green Railway System Engineering", "semester": "Fall semester", "description": "Green Railway System Engineering", "syllabus": [] } ], "boardPosts": [ { "id": "post-1786524455611", "date": "2026.08.11", "title": "🏓랩 액티비티🏸", "author": "", "content": "", "category": "Gallery", "imageUrl": "contents/generated/5d27eee8221f03e9ac6c043f.jpg", "images": [ "contents/generated/5d27eee8221f03e9ac6c043f.jpg", "contents/generated/372c2e8f128deb57a28a65a1.jpg", "contents/generated/f90d1c0d3f7c3962124adb0b.jpg", "contents/generated/17217157b7b422118998be36.jpg" ] }, { "id": "post-1786524419613", "date": "2026.08.23", "title": "🎂권순열 학생 생일🎂", "author": "", "content": "", "category": "Gallery", "imageUrl": "contents/generated/3b236795e87b439603301dc7.jpg", "images": [ "contents/generated/3b236795e87b439603301dc7.jpg" ] }, { "id": "post-1786524390782", "date": "2026.08.16", "title": "🎂이은결 학생 생일🎂", "author": "", "content": "", "category": "Gallery", "imageUrl": "contents/generated/6e4de7fdebef015cb9cda6f7.jpg", "images": [ "contents/generated/6e4de7fdebef015cb9cda6f7.jpg" ] }, { "id": "post-1785287149387", "date": "2026.07.29", "title": "APTE 2026 학회", "author": "", "content": "", "category": "Gallery", "imageUrl": "contents/generated/ffb2452d83d0748dc903deec.jpg", "images": [ "contents/generated/ffb2452d83d0748dc903deec.jpg" ] }, { "id": "notice-76", "date": "2026.05.11", "title": "2026년 대한기계학회, 우수학위논문상, 김창영", "author": "???", "content": "![\"\"](\"contents/generated/98ced5049c97f0cc75b9cc50.png\")
김창영 학생이 2026년 대한기계학회 CAE 및 응용역학부문 우수학위논문상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-75", "date": "2026.04.22", "title": "생성 AI 선도인재양성 사업 과제 선정", "author": "???", "content": "![\"\"](\"contents/generated/e40201b011519ffaac261949.png\")
2026년도 생성AI 선도인재양성사업에 선정되었습니다.
롯데 이노베이션 주관 컨소시움에 포함되어 있으며 과제 기간은 2026년 ~ 2029년 입니다.
과제 선정을 축하드리며, 연구가 의미 있는 성과로 이어지기를 기원합니다.
", "category": "Notice" }, { "id": "notice-74", "date": "2026.03.23", "title": "한국연구재단(NRF) 핵심연구과제 선정", "author": "???", "content": "![\"\"](\"contents/generated/84eab50658845c5a89b10282.png\")
2026년도 한국연구재단(NRF) 핵심연구과제에 선정되었습니다.
이번 과제는 Topology optimization 기반 접근과 Diffusion model을 결합하여, 대규모 3차원 골격계 영상의 Super-resolution 방법을 개발하는 것을 목표로 합니다. 이를 통해 대규모 3D 영상 데이터에서의 해상도 향상과 정밀 분석을 위한 기반을 마련할 것으로 기대됩니다.
과제명: 위상최적설계 기반의 확산 모델을 활용한 대규모 3차원 골격계 영상 고해상화 방법 개발
(Development of a super-resolution method for large-scale 3D skeletal images using topology optimization-driven diffusion model)
연구기간: 2026년 ~ 2029년(4년)
책임자: 장인권 교수님
과제 선정을 축하드리며, 연구가 의미 있는 성과로 이어지기를 기원합니다.
", "category": "Notice" }, { "id": "notice-73", "date": "2025.12.11", "title": "2024년 대한기계학회, 우수논문상, 김정훈", "author": "???", "content": "![\"\"](\"contents/generated/0aef80d1e5598b925d975e8f.png\")
김정훈 학생이 2024년 대한기계학회에서 우수논문상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-72", "date": "2025.10.31", "title": "2025년 한국ITS학회, 우수논문상, 김정훈", "author": "???", "content": "![\"\"](\"contents/generated/370926c4e0b263de8ce463fb.png\")
김정훈 학생이 2025년 한국ITS학회에서 우수논문상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-71", "date": "2025.10.24", "title": "2025년 한국이공학진흥원, 차세대 공학연구자 우수상, 고혁진", "author": "???", "content": "![\"\"](\"contents/generated/1e91fe8cabd61c33fa88c1d3.png\")
고혁진 학생이 2025년 한국이공학진흥원에서 차세대 공학연구자 우수상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-70", "date": "2025.09.01", "title": "2025년 이공분야 학술연구지원사업(박사과정생연구장려금지원) 선정, 강민석", "author": "???", "content": "2025년 한국연구재단 이공분야 학술연구지원사업(박사과정생연구장려금지원) 선정되었습니다.\n\n과제명: 수신기 간의 간섭을 고려한 상호 인덕턴스 추정 기반의 안정적인 다중 수신 무선충전 기술 개발\n\n연구책임자: 강민석\n\n지원규모: 총 2년간 5천만 원", "category": "Notice" }, { "id": "notice-69", "date": "2025.07.17", "title": "김근우 박사의 국립부경대학교 교수 임용을 축하드립니다.", "author": "???", "content": "![\"\"](\"contents/generated/8728d41f845733e967c2fe99.png\")
우리 연구실의 박사 졸업생인 김근우 박사가 국립부경대학교 조교수로 임명되었습니다.
임용을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-68", "date": "2025.04.17", "title": "2025년 대한기계학회, 우수논문상, 김정훈", "author": "???", "content": "![\"\"](\"contents/generated/be7f4759c5bc8f1c96349ec5.png\")
김정훈 학생이 2025년 대한기계학회 우수논문상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-67", "date": "2025.01.31", "title": "2025년 대한교통학회, 회장상, 김정훈", "author": "???", "content": "![\"\"](\"contents/generated/acb1f4df01a75ca866e1c2eb.png\")
김정훈 학생이 2025년 대한교통학회 회장상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-66", "date": "2025.01.15", "title": "2025년 한국최적설계학회, 피도텍 유망연구자상, 장인권 교수님", "author": "???", "content": "![\"\"](\"contents/generated/7902a5f4ad99d03858365daa.png\")
장인권 교수님께서 한국최적설계학회 2025년 정기학술대회에서 피도텍 유망연구자상을 수상하셨습니다.
수상을 진심으로 축하드립니다.
", "category": "Notice" }, { "id": "notice-65", "date": "2024.10.25", "title": "2024년 한국ITS 학회, 우수논문상, 박상훈", "author": "???", "content": "![\"\"](\"contents/generated/49d32b902f52c4cb74379d12.png\")
박상훈 학생이 2024년 한국ITS학회에서 우수논문상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-64", "date": "2024.05.22", "title": "2024년 ACSMO 학회, Young Scientist Award, 김근우", "author": "???", "content": "![\"\"](\"contents/generated/48ab497596b8a405d8216e44.png\")
김근우 박사가 2024년 ACSMO 학회에서 Young Scientist Award를 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-63", "date": "2024.05.03", "title": "2024년 대한기계학회 학생경진대회, 장려상, 김창영", "author": "???", "content": "![\"\"](\"contents/generated/a47dc501a62a0033168db5a5.png\")
김창영 학생이 대한기계학회 CAE 및 응용역학부문 학생경진대회에서 장려상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-62", "date": "2024.04.19", "title": "2024년 조천식모빌리티대학원, 학업우수상, 김정훈", "author": "???", "content": "![\"\"](\"contents/generated/5335c71362056a281af376b0.png\")
김정훈 학생이 2023학년도 가을학기의 우수한 학업성적으로 인해 학업우수상을 수상하였습니다.
수상을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-61", "date": "2024.02.13", "title": "이창우 박사의 아주대학교 교수 임용을 축하드립니다.", "author": "???", "content": "![\"\"](\"contents/generated/bfdca4973694e388d4e83d2d.png\")
우리 연구실의 박사 졸업생인 이창우 박사가 아주대학교 조교수로 임명되었습니다.
임용을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-60", "date": "2024.01.17", "title": "2024년 한국최적설계학회, 우수학위논문상, 김근우", "author": "???", "content": "![\"\"](\"contents/generated/e13c9d22521d9dceeace1fdb.png\")
![\"\"](\"contents/generated/7af0b613be4103a68443a970.png\")
![\"\"](\"contents/generated/3c08151d5501eff45d971c42.png\")
![\"\"](\"contents/generated/4a0a8ebf1f4563fe71c2cb01.png\")
![\"\"](\"contents/generated/d08e87f6ee786434d7c430c4.png\")
![\"\"](\"contents/generated/e30a51e40041b1ad00117aa7.png\")
![\"\"](\"contents/generated/18aafe186d9f9987bbacc6eb.png\")
![\"\"](\"contents/generated/3129d8dcc541ca032e7504ed.png\")
![\"\"](\"contents/generated/79b4d7582a0465b02b88067e.png\")
![\"\"](\"contents/generated/5b2602c0006081376cd91639.png\")
![\"\"](\"contents/generated/557f73368750428af900b03f.png\")
![\"\"](\"contents/generated/ee05d96ec400347d5b88a76b.png\")
이창우 학생의 박사 졸업을 축하드리며 앞으로 좋은 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-39", "date": "2022.02.28", "title": "강민석 학생의 석사 졸업을 축하드립니다.", "author": "???", "content": "강민석 학생이 석사 과정을 마치고 우리 연구실의 박사 과정으로 진학하였습니다.\n\n석사 졸업을 축하드리며 박사 과정 동안 원하는 연구 성과를 얻기를 기원합니다.", "category": "Notice" }, { "id": "notice-38", "date": "2022.02.28", "title": "고혁진 학생의 석사 졸업을 축하드립니다.", "author": "???", "content": "고혁진 학생이 석사 과정을 마치고 우리 연구실의 박사 과정으로 진학하였습니다.\n\n석사 졸업을 축하드리며 박사 과정 동안 원하는 연구 성과를 얻기를 기원합니다.", "category": "Notice" }, { "id": "notice-37", "date": "2022.02.09", "title": "김종호 박사의 계명대학교 교수 임용을 축하드립니다.", "author": "???", "content": "![\"\"](\"contents/generated/eceecfa219419fb40b8cccc3.png\")
우리 연구실의 3호 박사 졸업생인 김종호 박사가 계명대학교 자동차시스템공학전공 조교수로 임명되었습니다.
임용을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-36", "date": "2022.01.13", "title": "KAIST AI Platform Center for Manufacturing, 우수상, 이창우", "author": "???", "content": "![\"\"](\"contents/generated/eff56401f2772bcb03ceb46d.png\")
![\"\"](\"contents/generated/98e0291a5f7927abcc6d6777.png\")
![\"\"](\"contents/generated/3d8e0e3640bc24d4d245ac00.png\")
![\"\"](\"contents/generated/05c45f5471fd12c3a9024d33.png\")
![\"\"](\"contents/generated/1951bf677ed30689271b40dd.png\")
![\"\"](\"contents/generated/ae3f3c899d7955c242647b3d.png\")
우리 연구실의 2호 박사 졸업생인 김정진 박사가 계명대학교 기계자동차공학부 조교수로 임명되었습니다.
임용을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-28", "date": "2019.07.02", "title": "2019년 대한기계학회, 학생논문경진대회 은상, 신상민", "author": "???", "content": "![\"\"](\"contents/generated/bf51a9bcf06a1850ec627abe.png\")
신상민 학생이 2019년 4월 제주에서 열린 대한기계학회 CAE 및 응용역학 부문 학생논문경진대회에서 은상을 수상하였습니다.
", "category": "Notice" }, { "id": "notice-27", "date": "2019.05.20", "title": "2019년 2차 해외특허 출원 지원 대상 선정", "author": "???", "content": "2019년 2차 해외특허 출원 지원 대상에 선정되었습니다.\n\n특허명: 다중 장치 무선전력전송 시스템에 대한 자기공진조건 탐색법", "category": "Notice" }, { "id": "notice-26", "date": "2019.04.03", "title": "2019년 KAIST, 석박사 모험연구사업 선정, 신상민", "author": "???", "content": "과제명: 위상체적화를 이용한 골강도 재건 정확도가 개선된 골격계 Sparse-view 단층 영상 재건 기술 개발\n\n연구비: 8,000천원\n\n과제기간: 2019. 05. 01 ~ 2019. 12. 31", "category": "Notice" }, { "id": "notice-25", "date": "2019.03.12", "title": "2019년 조천식녹색교통대학원, 학업우수상, 노수성", "author": "???", "content": "![\"\"](\"contents/generated/a4dddf079d0cd368a49aa760.png\")
일시: 2019년 1월 16일 수요일 14:40 ~ 15:20
장소: 연세대학교 공학원
제목: 위상최적설계 및 딥러닝 기반의 골격계 의료영상 고해상화
![\"\"](\"contents/generated/902c8ab0c7d89a84a15eb6d6.png\")
",
"category": "Notice"
},
{
"id": "notice-23",
"date": "2019.02.14",
"title": "2018년 한국비파괴 검사학회 심포지움 초청강연 발표",
"author": "???",
"content": "일시: 2018년 9월 14일 금요일
장소: 서울 강남구 과학기술회관 신관
발표자: KAIST 장인권 교수
제목: 위상 최적설계와 딥러닝을 이용한 인체 골격계의 진단 및 예후 예측
", "category": "Notice" }, { "id": "notice-22", "date": "2019.02.12", "title": "김정진 학생의 박사 졸업을 축하드립니다.", "author": "???", "content": "김정진 학생의 박사 졸업을 축하드리며 앞으로 좋은 연구 성과를 얻기를 기원합니다.", "category": "Notice" }, { "id": "notice-21", "date": "2019.02.12", "title": "김민기 학생의 석사 졸업을 축하드립니다.", "author": "???", "content": "김민기 학생이 석사 과정을 마치고 우리 연구실의 박사 과정으로 진학하였습니다.\n\n석사 졸업을 축하드리며 박사 과정 동안 원하는 연구 성과를 얻기를 기원합니다.", "category": "Notice" }, { "id": "notice-20", "date": "2018.07.18", "title": "이승법 박사 전북대학교 교수 임용을 축하드립니다.", "author": "???", "content": "![\"\"](\"contents/generated/42cfb8631793aa6e721b7668.png\")
우리 연구실의 1호 박사 졸업생인 이승법 박사가 전북대학교 글로벌프런티어칼리지 국제이공학부 조교수로 임명되었습니다.
임용을 진심으로 축하드리며 앞으로 원하는 연구 성과를 얻기를 기원합니다.
", "category": "Notice" }, { "id": "notice-19", "date": "2018.05.27", "title": "ACSMO 2018, Best Student Paper Award, 김정진", "author": "???", "content": "![\"\"](\"contents/generated/30b6824d3dc3e82c1124de0d.png\")
![\"\"](\"contents/generated/bcaf6b39b1f4ab5968773d27.png\")
![\"\"](\"contents/generated/e39a51363aa496bd862d3f61.png\")
![\"\"](\"contents/generated/6c8ca9fbcfa28f7faba2fd04.png\")
![\"\"](\"contents/generated/d28c9412d64f6bf580c3dc1c.png\")
![\"\"](\"contents/generated/4e10b12736d742525501d49a.png\")
주관 : 한국정보통신기술협회(TTA), 무선전력전송진흥포럼(KWPF)
일시: 2017년 3월 22일 (수) 14:00 ~ 18:00
장소: 강남 삼정호텔 신관 2층 제라늄홀
제목: 효율적인 무선전력전송 시스템 개발을 위한 최적 설계 방법론 개발
![\"\"](\"contents/generated/5d7f2b581d0623336cb7ba78.png\")
",
"category": "Notice"
},
{
"id": "notice-9",
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"title": "2016년 3차 해외특허 출원 지원 대상 선정",
"author": "???",
"content": "2016년 3차 해외특허 출원 지원 대상에 선정되었습니다.\n\n특허명: 3차원 골격계 영상에 대한 국부 고해상화 방법",
"category": "Notice"
},
{
"id": "notice-8",
"date": "2016.06.24",
"title": "2016년 대한기계학회, 학생논문경진대회 우수상, 김진수",
"author": "???",
"content": "![\"\"](\"contents/generated/4f5ea847b47d703ae3027cfa.png\")
![\"\"](\"contents/generated/787ad756cc7182e1258a2cba.png\")
![\"\"](\"contents/generated/8b7e32622c3391397ffd4140.png\")
![\"\"](\"contents/generated/1a38f2858941db8daa9c62c2.png\")
![\"\"](\"contents/generated/6250b8d11374df070b77cf62.png\")
![\"\"](\"contents/generated/0524626db20594db1703b6d5.png\")
![\"\"](\"contents/generated/a157534887d522efa6aaa6ab.png\")
[79회] 교통특집 1부 - 도로는 달리고 싶다.
[80회] 교통특집 2부 - 도로는 달리고 싶다.
![\"\"](\"contents/generated/a615d0daeab3ce64e871c661.png\")
![\"\"](\"contents/generated/5a28430d153fec50eacb43a4.png\")
",
"category": "Notice"
},
{
"id": "gallery-20260519-lab-acsmo-conference",
"date": "2026. 05. 19",
"title": "연구실 ACSMO 학회",
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{
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},
{
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},
{
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{
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{
"id": "gallery-20260330-strawberry-party",
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{
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{
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"title": "연구실 인생네컷",
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},
{
"id": "gallery-20251229-lab-year-end-party",
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},
{
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"imageUrl": "contents/gallery/2025/251208.jpg",
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},
{
"id": "gallery-20251204-kim-changyoung-birthday",
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},
{
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},
{
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{
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},
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{
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{
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{
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{
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{
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{
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{
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