KITECH Manufacturing AI Research Center

The Manufacturing AI Research Center was newly established on January 1, 2024, as a direct organization under the Vice President of the Korea Institute of Industrial Technology. It aims to concentrate capabilities on developing an AI platform for the "AI-based innovation in manufacturing" initiative, promoting the rapid dissemination of the developed platform, and fostering in-house AI experts.

Contact Info
156, Gaetbeol-ro, Yeonsu-gu, Incheon, Republic of Korea

+82 (032) 850 2925

Related Sites

Journals

International Journal

  1. Yun-Il Choi*,Eun-Hye Hwang,Sanga Lee*. "Electrochemical Estimation of Flow Velocity Using CNT/rGO-Filled Polyurethane Nanocomposites", Polymers and Polymer Composites, 2025 (accepted)
  2. Sang-Hyun Rhie,Eric Coatanéa,Sanga Lee,Wonjong Jung,Jeongsu Lee*. "Resolving forward and inverse problems of rarefied gas heat transfer in an infrared detector cryochamber using physics-informed neural networks", Applied Thermal Engineering, 277:127104, 2025
  3. Inje Jang,Gihyun Bae,Dohyeong Kim,Geunho Kim,Sanga Lee*. "Prediction method of the deep drawing quality using Siamese deep neural network algorithm trained with time-dependent load curves", The International Journal of Advanced Manufacturing Technology, 135:5791-5807, 2024
  4. Keunoh Lim+,Kyungjae Lee+,Sanga Lee*,Kwanjung Yee*. "Development of agent-based mesh generator for flow analysis using deep reinforcement learning", Engineering with Computers, 40:4043-4065, 2024 (+ equally contributed)
  5. Sanga Lee,Sunghyun Kim,Chankyu Son*. "Airfoil inverse design using a deep neural net with an explainable attention mechanism", International Journal of Aeronautical and Space Sciences, 25:399–409, 2024
  6. Sang Heon Lee,Min Young Kim,Min Woo Woo,Han Chang Lee,Hong-In Won,Seung Hyun Jeong*. "Predicting the Heading Angle of Resin During Extrusion Using Semantic Segmentation Based on Edge-Region Focal Loss", IEEE Transactions on Instrumentation and Measurement, 73:5024015, 2024
  7. Minseon Gwak+,Jong Pil Yun+,Ji Yun Lee,Sang-Sun Han,PooGyeon Park*,Chena Lee*. "Attention‑guided jaw bone lesion diagnosis in panoramic radiography using minimal labeling effort", Scientific Reports, 14:4981, 2024 (+ equally contributed)
  8. Hyeyeon Choi,Jong Pil Yun,Bum Jun Kim,Hyeonah Jang,WooSang Shin,Sang Woo Kim*. "Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data", Journal of Industrial Information Integration, Vol.38, 100559, 2024
  9. Taehan Lee+,WooSang Shin+,Jong-Hyeon Lee,Sangmoon Lee,Han-Gyeol Yeom*,Jong Pil Yun*. "Resolving the Non-uniformity in the Feature Space of Age Estimation: A Deep Learning Model Based on Feature Clusters of Panoramic Images", Computerized Medical Imaging and Graphics, 102329, 2024 (+ equally contributed)
  10. Iljeok Kim,Juwon Na,Jong Pil Yun*,Seungchul Lee*. "Deep Feature Selection Framework for Quality Prediction in Injection Molding Process", IEEE Transactions on Industrial Informatics, Vol. 20(1), 503-512, 2024
  11. Sunwoong Yang,Sanga Lee,Kwanjung Yee*. "Inverse design optimization framework via a two‑step deep learning approach: application to a wind turbine airfoil", Engineering with Computers, 39:2239–2255, 2023
  12. Han‑Gyeol Yeom,Byung‑Do Lee,Wan Lee,Taehan Lee*,Jong Pil Yun*. "Estimating chronological age through learning local and global features of panoramic radiographs in the Korean population", Scientific Reports, 13:21857, 2023
  13. Minseon Gwak+,Min Su Kim+,Jong Pil Yun,PooGyeon Park*. "Robust and explainable fault diagnosis with power-perturbation-based decision boundary analysis of deep learning models", IEEE Transactions on Industrial Informatics, Vol.19 (5), 6982-6992, 2023 (+ equally contributed)
  14. Hyeyeon Choi+,Jong Pil Yun+,Ari Lee,Sang‑Sun Han,Sang Woo Kim*,Chena Lee*. "Deep learning synthesis of cone‑beam computed tomography from zero echo time magnetic resonance imaging", Scientific Reports, 123:6031, 2023 (+ equally contributed)
  15. Seung Hyun Jeong,Sang Heon Lee,Hong-In Won*. "Development of microcatheter tube extrusion angle estimation system using convolutional neural network segmentation", Scientific Reports, 13:18468, 2023
  16. Ji-Wook Kim,Hong-In Won,Dong-Yong Park,In-Jae Kim,Jin-Woo Lee,Kyung-Duk Kim,Yoojeong Noh,Jin-Seok Jang*. "Study on Stochastic and Autoregressive Time Series Forecasting for Hydrogen Refueling Station", IEEE Access, 2023
  17. Min Su Kim,Jong Pil Yun,PooGyeon Park*. "Deep Learning-based Explainable Fault Diagnosis Model with an Individually Grouped 1D Convolution for 3-axis Vibration Signals", IEEE Transactions on Industrial Informatics, Vol.18 (12), 8807-8817, 2022
  18. Hyeyeon Choi,Jong Pil Yun,Bum Jun Kim,Hyeonah Jang,Sang Woo Kim*. "Attention-based Multimodal Image Feature Fusion Module for Transmission Line Detection", IEEE Transactions on Industrial Informatics, Vol.18 (11), 7686-7695, 2022
  19. Seung Hyun Jeong,Min Woo Woo,Dong Sun Shin,Han Gyeol Yeom,Hun Jun Lim,Bong Chul Kim*,Jong Pil Yun*. "Three-dimensional postoperative results prediction for orthognathic surgery through deep learning-based alignment network", Journal of Personalized Medicine, Vol.12(6), 998, 2022
  20. Ji-Wook Kim,Dong-Yul Kim,Hong-In Won,Yoo-Jeong Noh,Dae-Cheol Ko,Jin-Seok Jang*. "Approximation Model Development and Dynamic Characteristic Analysis Based on Spindle Position of Machining Center", Materials, Vol.15(20), 7158, 2022
  21. Se-Kyung Park,Jun-Kyu Park,Hong-In Won,Seung-Hwan Choi,Chang-Hyun Kim,Suwoong Lee*,Min Young Kim*. "Three-Dimensional Foot Position Estimation Based on Footprint Shadow Image Processing and Deep Learning for Smart Trampoline Fitness System", Sensors (Basel), Vol.22(18), 6922, 2022
  22. Seung Hyun Jeong,Min Woo Woo,Gyogwon Koo,Jong-Hak Lee,Jong Pil Yun*. "Automatic brittle fracture ratio estimation using convolutional neural network regression based on classmap regulation", IEEE Access, Vol.9, 136552-136560, 2021
  23. Hae Gwang Park,Jong Pil Yun,Min Young Kim,Seung Hyun Jeong*. "Multi-channel Object Detection for Detecting Suspected Trees with Pine Wilt Disease Using Multispectral Drone Imagery", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.14, 8350-8358, 2021
  24. Byung Su Kim+,Han Gyeol Yeom+,Jong Hyun Lee,Woo Sang Shin,Jong Pil Yun,Seung Hyun Jeong,Jae Hyun Kang,See Woon Kim,Bong Chul Kim*. "Deep learning-based prediction of paresthesia after third molar extraction: a preliminary study", Diagnostics, Vol.11, 1572, 2021 (+ equally contributed)
  25. Ari Lee+,Min Su Kim+,Sang-Sun Han,PooGyeon Park,Chena Lee*,Jong Pil Yun*. "Deep learning neural networks to differentiate Stafne’s bone cavity from pathological radiolucent lesions of the mandible in heterogeneous panoramic radiography", PLoS ONE, Vol.16(7), e0254997, 2021 (+ equally contributed)
  26. Min Su Kim,Jong Pil Yun,PooGyeon Park*. "An explainable neural network for Fault Diagnosis with a frequency activation map", IEEE Access, Vol.9, 98962-98972, 2021
  27. Young Jung,Taehan Lee,Jiyoon Oh,Byung-Geon Park,Jong Soo Ko,Hyeok Kim,Jong Pil Yun*,Hanchul Cho*. "Linearly Sensitive Pressure Sensor Based on a Porous Multistacked Composite Structure with Controlled Mechanical and Electrical Properties", ACS Applied Materials & Interfaces, Vol.13(24), 28975-28984, 2021
  28. Seung Hyun Jeong+,Jong Pil Yun+,Han-Gyeol Yeom,Hwi Kang Kim,Bong Chul Kim*. "Deep-Learning-Based Detection of Cranio-Spinal Differences between Skeletal Classification Using Cephalometric Radiography", Diagnostics, Vol.11(4), 591, 2021 (+ equally contributed)
  29. WooSang Shin+,Han-Gyol Yeom+,Ga Hyung Lee,Jong Pil Yun,Seung Hyun Jeong,Jong Hyun Lee,Hwi Kang Kim,Bong Chul Kim*. "Deep learning based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals", BMC Oral Health, Vol.21, 130, 2021 (+ equally contributed)
  30. Min Su Kim,Jong Pil Yun*,PooGyeon Park*. "An Explainable Convolutional Neural Network for Fault Diagnosis in Linear Motion Guide", IEEE Transactions on Industrial Informatics, Vol.17(6), 4036-4045, 2021
  31. Gyogwon Koo,Jong Pil Yun,Hyeyeon Choi,Sang Woo Kim*. "Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number", Expert Systems with Applications, Vol.168, 114377, 2021
  32. Su-Jin Jeon+,Jong Pil Yun+,Han-Gyeol Yeom,Woo-Sang Shin,Jong-Hyun Lee,Seung-Hyun Jeong,Min-Seock Seo*. "Deep-learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs", Dentomaxillofacial Radiology, Vol.50(5), 20200513, 2021 (+ equally contributed)
  33. Jeong-Hun Yoo+,Han-Gyeol Yeom+,WooSang Shin,Jong Pil Yun,Jong-Hyun Lee,Seung-Hyun Jeong,Hun Jun Lim,Jun Lee,Bong Chul Kim*. "Deep learning based prediction of extraction difficulty for mandibular third molars", Scientific Reports, Vol.11, 1954, 2021 (+ equally contributed)
  34. Seung Hyun Jeong+,Jong Pil Yun+,Han-Gyeol Yeom,Hun Jun Lim,Jun Lee,Bong Chul Kim*. "Deep learning based discrimination of soft tissue profiles requiring orthognathic surgery by facial photographs", Scientific Reports, Vol.10, 16235, 2020 (+ equally contributed)
  35. Jong Pil Yun*,Woosang Crino Shin,Gyogwon Koo,Min Su Kim,Chungki Lee,Sang Jun Lee. "Automated defect inspection system for metal surfaces based on deep learning and data augmentation", Journal of Manufacturing Systems, Vol.55, 317-324, 2020
  36. Moon-Jo Kim,Jong Pil Yun,Ji-Ba-Reum Yang,Seung-Jun Choi,DongEung Kim*. "Prediction of the Temperature of Liquid Aluminum and the Dissolved Hydrogen Content in Liquid Aluminum with a Machine Learning Approach", Metals, Vol.10(3), 330, 2020
  37. Hong-In Won*,M. Ercan Altinsoy. "Effect of Auditory Feedback on Tactile Intensity Perception in a Touchscreen Application", IEEE Transactions on Haptics, Vol.13(2), 343-353, 2020
  38. Gyogwon Koo,Crino Shin,Hyeyeon Choi,Jong-Hak Lee,Sang Woo Kim*,Jong Pil Yun*. "Automated brittle fracture rate estimator for steel property evaluation using deep learning after drop-weight tear test", IEEE Access, Vol.7, 145095-145103, 2019
  39. Sang Jun Lee,Sang Woo Kim,Wookyong Kwon,Gyogwon Koo,Jong Pil Yun*. "Selective distillation of weakly annotated GTD for vision-based slab identification system", IEEE Access, Vol.7, 23177-23186, 2019
  40. Jong Pil Yun,Sang Jun Lee,Gyogwon Koo,Crino Shin,Chang Hyun Park*. "Automatic defect inspection system for steel products with exhaustive dynamic encoding algorithm for searches", Optical Engineering, Vol.58(2), 023107, 2019
  41. Gyogwon Koo,Jong Pil Yun,Sang Jun Lee,Hyeyeon Choi,Sang Woo Kim*. "End-to-end Billet Identification Number Recognition System", ISIJ International, Vol.59, 98-103, 2019
  42. Sang Jun Lee,Jong Pil Yun,Gyogwon Koo,Sang Woo Kim*. "End-to-end recognition of slab identification numbers using a deep convolutional neural network", Knowledge-Based Systems, Vol.132, 1-10, 2017
  1. Yun-Il Choi*,Eun-Hye Hwang,Sanga Lee*. "Electrochemical Estimation of Flow Velocity Using CNT/rGO-Filled Polyurethane Nanocomposites", Polymers and Polymer Composites, 2025 (accepted)
  2. Sang-Hyun Rhie,Eric Coatanéa,Sanga Lee,Wonjong Jung,Jeongsu Lee*. "Resolving forward and inverse problems of rarefied gas heat transfer in an infrared detector cryochamber using physics-informed neural networks", Applied Thermal Engineering, 277:127104, 2025
  1. Inje Jang,Gihyun Bae,Dohyeong Kim,Geunho Kim,Sanga Lee*. "Prediction method of the deep drawing quality using Siamese deep neural network algorithm trained with time-dependent load curves", The International Journal of Advanced Manufacturing Technology, 135:5791-5807, 2024
  2. Keunoh Lim+,Kyungjae Lee+,Sanga Lee*,Kwanjung Yee*. "Development of agent-based mesh generator for flow analysis using deep reinforcement learning", Engineering with Computers, 40:4043-4065, 2024 (+ equally contributed)
  3. Sanga Lee,Sunghyun Kim,Chankyu Son*. "Airfoil inverse design using a deep neural net with an explainable attention mechanism", International Journal of Aeronautical and Space Sciences, 25:399–409, 2024
  4. Sang Heon Lee,Min Young Kim,Min Woo Woo,Han Chang Lee,Hong-In Won,Seung Hyun Jeong*. "Predicting the Heading Angle of Resin During Extrusion Using Semantic Segmentation Based on Edge-Region Focal Loss", IEEE Transactions on Instrumentation and Measurement, 73:5024015, 2024
  5. Minseon Gwak+,Jong Pil Yun+,Ji Yun Lee,Sang-Sun Han,PooGyeon Park*,Chena Lee*. "Attention‑guided jaw bone lesion diagnosis in panoramic radiography using minimal labeling effort", Scientific Reports, 14:4981, 2024 (+ equally contributed)
  6. Hyeyeon Choi,Jong Pil Yun,Bum Jun Kim,Hyeonah Jang,WooSang Shin,Sang Woo Kim*. "Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data", Journal of Industrial Information Integration, Vol.38, 100559, 2024
  7. Taehan Lee+,WooSang Shin+,Jong-Hyeon Lee,Sangmoon Lee,Han-Gyeol Yeom*,Jong Pil Yun*. "Resolving the Non-uniformity in the Feature Space of Age Estimation: A Deep Learning Model Based on Feature Clusters of Panoramic Images", Computerized Medical Imaging and Graphics, 102329, 2024 (+ equally contributed)
  8. Iljeok Kim,Juwon Na,Jong Pil Yun*,Seungchul Lee*. "Deep Feature Selection Framework for Quality Prediction in Injection Molding Process", IEEE Transactions on Industrial Informatics, Vol. 20(1), 503-512, 2024
  9. Sunwoong Yang,Sanga Lee,Kwanjung Yee*. "Inverse design optimization framework via a two‑step deep learning approach: application to a wind turbine airfoil", Engineering with Computers, 39:2239–2255, 2023
  10. Han‑Gyeol Yeom,Byung‑Do Lee,Wan Lee,Taehan Lee*,Jong Pil Yun*. "Estimating chronological age through learning local and global features of panoramic radiographs in the Korean population", Scientific Reports, 13:21857, 2023
  11. Minseon Gwak+,Min Su Kim+,Jong Pil Yun,PooGyeon Park*. "Robust and explainable fault diagnosis with power-perturbation-based decision boundary analysis of deep learning models", IEEE Transactions on Industrial Informatics, Vol.19 (5), 6982-6992, 2023 (+ equally contributed)
  12. Hyeyeon Choi+,Jong Pil Yun+,Ari Lee,Sang‑Sun Han,Sang Woo Kim*,Chena Lee*. "Deep learning synthesis of cone‑beam computed tomography from zero echo time magnetic resonance imaging", Scientific Reports, 123:6031, 2023 (+ equally contributed)
  13. Seung Hyun Jeong,Sang Heon Lee,Hong-In Won*. "Development of microcatheter tube extrusion angle estimation system using convolutional neural network segmentation", Scientific Reports, 13:18468, 2023
  14. Ji-Wook Kim,Hong-In Won,Dong-Yong Park,In-Jae Kim,Jin-Woo Lee,Kyung-Duk Kim,Yoojeong Noh,Jin-Seok Jang*. "Study on Stochastic and Autoregressive Time Series Forecasting for Hydrogen Refueling Station", IEEE Access, 2023
  1. Min Su Kim,Jong Pil Yun,PooGyeon Park*. "Deep Learning-based Explainable Fault Diagnosis Model with an Individually Grouped 1D Convolution for 3-axis Vibration Signals", IEEE Transactions on Industrial Informatics, Vol.18 (12), 8807-8817, 2022
  2. Hyeyeon Choi,Jong Pil Yun,Bum Jun Kim,Hyeonah Jang,Sang Woo Kim*. "Attention-based Multimodal Image Feature Fusion Module for Transmission Line Detection", IEEE Transactions on Industrial Informatics, Vol.18 (11), 7686-7695, 2022
  3. Seung Hyun Jeong,Min Woo Woo,Dong Sun Shin,Han Gyeol Yeom,Hun Jun Lim,Bong Chul Kim*,Jong Pil Yun*. "Three-dimensional postoperative results prediction for orthognathic surgery through deep learning-based alignment network", Journal of Personalized Medicine, Vol.12(6), 998, 2022
  4. Ji-Wook Kim,Dong-Yul Kim,Hong-In Won,Yoo-Jeong Noh,Dae-Cheol Ko,Jin-Seok Jang*. "Approximation Model Development and Dynamic Characteristic Analysis Based on Spindle Position of Machining Center", Materials, Vol.15(20), 7158, 2022
  5. Se-Kyung Park,Jun-Kyu Park,Hong-In Won,Seung-Hwan Choi,Chang-Hyun Kim,Suwoong Lee*,Min Young Kim*. "Three-Dimensional Foot Position Estimation Based on Footprint Shadow Image Processing and Deep Learning for Smart Trampoline Fitness System", Sensors (Basel), Vol.22(18), 6922, 2022
  6. Seung Hyun Jeong,Min Woo Woo,Gyogwon Koo,Jong-Hak Lee,Jong Pil Yun*. "Automatic brittle fracture ratio estimation using convolutional neural network regression based on classmap regulation", IEEE Access, Vol.9, 136552-136560, 2021
  7. Hae Gwang Park,Jong Pil Yun,Min Young Kim,Seung Hyun Jeong*. "Multi-channel Object Detection for Detecting Suspected Trees with Pine Wilt Disease Using Multispectral Drone Imagery", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.14, 8350-8358, 2021
  8. Byung Su Kim+,Han Gyeol Yeom+,Jong Hyun Lee,Woo Sang Shin,Jong Pil Yun,Seung Hyun Jeong,Jae Hyun Kang,See Woon Kim,Bong Chul Kim*. "Deep learning-based prediction of paresthesia after third molar extraction: a preliminary study", Diagnostics, Vol.11, 1572, 2021 (+ equally contributed)
  9. Ari Lee+,Min Su Kim+,Sang-Sun Han,PooGyeon Park,Chena Lee*,Jong Pil Yun*. "Deep learning neural networks to differentiate Stafne’s bone cavity from pathological radiolucent lesions of the mandible in heterogeneous panoramic radiography", PLoS ONE, Vol.16(7), e0254997, 2021 (+ equally contributed)
  10. Min Su Kim,Jong Pil Yun,PooGyeon Park*. "An explainable neural network for Fault Diagnosis with a frequency activation map", IEEE Access, Vol.9, 98962-98972, 2021
  11. Young Jung,Taehan Lee,Jiyoon Oh,Byung-Geon Park,Jong Soo Ko,Hyeok Kim,Jong Pil Yun*,Hanchul Cho*. "Linearly Sensitive Pressure Sensor Based on a Porous Multistacked Composite Structure with Controlled Mechanical and Electrical Properties", ACS Applied Materials & Interfaces, Vol.13(24), 28975-28984, 2021
  12. Seung Hyun Jeong+,Jong Pil Yun+,Han-Gyeol Yeom,Hwi Kang Kim,Bong Chul Kim*. "Deep-Learning-Based Detection of Cranio-Spinal Differences between Skeletal Classification Using Cephalometric Radiography", Diagnostics, Vol.11(4), 591, 2021 (+ equally contributed)
  13. WooSang Shin+,Han-Gyol Yeom+,Ga Hyung Lee,Jong Pil Yun,Seung Hyun Jeong,Jong Hyun Lee,Hwi Kang Kim,Bong Chul Kim*. "Deep learning based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals", BMC Oral Health, Vol.21, 130, 2021 (+ equally contributed)
  14. Min Su Kim,Jong Pil Yun*,PooGyeon Park*. "An Explainable Convolutional Neural Network for Fault Diagnosis in Linear Motion Guide", IEEE Transactions on Industrial Informatics, Vol.17(6), 4036-4045, 2021
  15. Gyogwon Koo,Jong Pil Yun,Hyeyeon Choi,Sang Woo Kim*. "Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number", Expert Systems with Applications, Vol.168, 114377, 2021
  16. Su-Jin Jeon+,Jong Pil Yun+,Han-Gyeol Yeom,Woo-Sang Shin,Jong-Hyun Lee,Seung-Hyun Jeong,Min-Seock Seo*. "Deep-learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs", Dentomaxillofacial Radiology, Vol.50(5), 20200513, 2021 (+ equally contributed)
  17. Jeong-Hun Yoo+,Han-Gyeol Yeom+,WooSang Shin,Jong Pil Yun,Jong-Hyun Lee,Seung-Hyun Jeong,Hun Jun Lim,Jun Lee,Bong Chul Kim*. "Deep learning based prediction of extraction difficulty for mandibular third molars", Scientific Reports, Vol.11, 1954, 2021 (+ equally contributed)
  1. Seung Hyun Jeong+,Jong Pil Yun+,Han-Gyeol Yeom,Hun Jun Lim,Jun Lee,Bong Chul Kim*. "Deep learning based discrimination of soft tissue profiles requiring orthognathic surgery by facial photographs", Scientific Reports, Vol.10, 16235, 2020 (+ equally contributed)
  2. Jong Pil Yun*,Woosang Crino Shin,Gyogwon Koo,Min Su Kim,Chungki Lee,Sang Jun Lee. "Automated defect inspection system for metal surfaces based on deep learning and data augmentation", Journal of Manufacturing Systems, Vol.55, 317-324, 2020
  3. Moon-Jo Kim,Jong Pil Yun,Ji-Ba-Reum Yang,Seung-Jun Choi,DongEung Kim*. "Prediction of the Temperature of Liquid Aluminum and the Dissolved Hydrogen Content in Liquid Aluminum with a Machine Learning Approach", Metals, Vol.10(3), 330, 2020
  4. Hong-In Won*,M. Ercan Altinsoy. "Effect of Auditory Feedback on Tactile Intensity Perception in a Touchscreen Application", IEEE Transactions on Haptics, Vol.13(2), 343-353, 2020
  5. Gyogwon Koo,Crino Shin,Hyeyeon Choi,Jong-Hak Lee,Sang Woo Kim*,Jong Pil Yun*. "Automated brittle fracture rate estimator for steel property evaluation using deep learning after drop-weight tear test", IEEE Access, Vol.7, 145095-145103, 2019
  6. Sang Jun Lee,Sang Woo Kim,Wookyong Kwon,Gyogwon Koo,Jong Pil Yun*. "Selective distillation of weakly annotated GTD for vision-based slab identification system", IEEE Access, Vol.7, 23177-23186, 2019
  7. Jong Pil Yun,Sang Jun Lee,Gyogwon Koo,Crino Shin,Chang Hyun Park*. "Automatic defect inspection system for steel products with exhaustive dynamic encoding algorithm for searches", Optical Engineering, Vol.58(2), 023107, 2019
  8. Gyogwon Koo,Jong Pil Yun,Sang Jun Lee,Hyeyeon Choi,Sang Woo Kim*. "End-to-end Billet Identification Number Recognition System", ISIJ International, Vol.59, 98-103, 2019
  9. Sang Jun Lee,Jong Pil Yun,Gyogwon Koo,Sang Woo Kim*. "End-to-end recognition of slab identification numbers using a deep convolutional neural network", Knowledge-Based Systems, Vol.132, 1-10, 2017

Domestic Journal

  1. 황재훈,하승엽,윤준석,김민수,이상아,윤종필,원홍인*. "Two-Bounce LiDAR와 디지털 트윈을 활용한 사각지대 객체 탐지용 데이터 생성 프레임워크", 한국컴퓨터정보학회논문지, Vol.30, No.6, 2025
  2. 변영훈,윤준석,이상아,김민수,원홍인,윤종필*. "금속 SEM 이미지 시멘틱 분할을 위한 Multi-scale cross-attention 및 SegFormer 기반 모델 개발", 제어로봇시스템학회, Vol.31, No.5, 566-572, 2025
  3. 박주하,최지호,윤종필,염한결,이병도*,이상준*. "파노라마 X-ray 영상에서의 상악동 영역 세그멘테이션을 위한 어텐션 기반의 U-Net 트랜스포머", 대한임베디드공학회논문지, Vol.20, No.2, 83-89, 2025
  4. 이예지,신우상,윤종필,주문갑*. "준지도 학습 기반의 미세조직 이미지 분할", 대한임베디드공학회논문지, Vol.19, No.6, 307-312, 2024
  5. 김성현,홍윤표,이상아*. "어텐션 기반의 설명가능한 신경망을 사용한 충격파 예측", 한국전산유체공학회지, Vol.29, No.3, 109-122, 2024
  6. 박현빈,홍윤표,강유업,이상아*. "익형의 충격파 예측을 위한 인공지능 모델 학습 및 XAI 적용", 한국전산유체공학회지, Vol.28, No.4, 16-26, 2023
  7. 이상아,유회수*,서강명. "합성곱 신경망을 이용한 단락이행의 용접 스패터 발생량 예측", 대한용접접합학회지, Vol.41, No.1, 9-16, 2023
  8. 강형민,이상아*. "고속철도차량 개활지 주행 시 공기역학적 불확실성을 고려한 팬터그래프의 접촉력 안정성 분석", 한국전산유체공학회지, Vol.27, No.1, 89-94, 2022
  9. 강형민,이상아*. "공기역학적 불확실성을 고려한 CX 팬터그래프의 접촉력 안정성 평가", 한국전산유체공학회지, Vol.27, No.1, 76-82, 2021
  10. 이준하,원홍인,김병학*. "다중 도메인 데이터 기반 구별적 모델 예측 트레커를 위한 동적 탐색 영역 특징 강화 기법", 대한임베디드공학회논문지, Vol.16, No.6, 323-330, 2021
  11. 원홍인*,정승현,장진석,윤종필. "피드백 진동의 심층학습 기반 원단 분류 기술의 시험 및 평가", 대한임베디드공학회논문지, Vol.16, No.2, 43-49, 2021
  12. 윤종필*,김민수,구교권,신우상. "전이 학습과 진동 신호를 이용한 설비 고장 진단 및 분석", 대한임베디드공학회논문지, Vol.14, No.6, 287-294, 2019