Publications

2022

S. H. Lee, H. G. Park, K. H. Kwon, B. H. Kim, M. Y. Kim, S. H. Jeong*, Accurate Ship Detection using Electro-optical Image-based Satellite on Enhanced Feature and Land Awareness, Sensors 

S. H. Jeong*, M. W. Woo, D. S. Shin, H. G. Yeom, H. J. Lim, B. C. Kim, and J. P. Yun, Three-Dimensional Postoperative Results Prediction for Orthognathic Surgery through Deep Learning-Based Alignment Network, Journal of Personalized Medicine.

2021

S. H. Jeong, M. W. Woo, G. G. Koo, J. H. Lee, and J. P. Yun*, “Automatic Brittle Fracture Ratio Estimation Using Convolutional Neural Network Regression Based on Classmap Regulation”, IEEE Access.

H. G. Park, J. P. Yun, M. Y. Kim, and S. H. Jeong*, “Multichannel 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.

S. H. Jeong, J. P. Yun, H. G. Yeom, H. K. Kim, B. C. Kim*, “Deep Learning-Based Detection of Cranio-Spinal Differences between Skeletal Classification Using Cephalometric Radiography”, Diagnostics.

J. H. Yoo, H. G. Yeom, W. S. Shin, J. P. Yun, J. H. Lee, S. H. Jeong, H. J. Lim, J. Lee, and B. C. Kim*, “Deep learning-based prediction of extraction difficulty for mandibular third molars”, Scientific Reports.

B. S. Kim, H. G. Yeom, J. H. Lee, W. S. Shin, J. P. Yun, S. H. Jeong, J. H. Kang, S. W. Kim, and B. C. Kim*, “Deep Learning-Based Prediction of Paresthesia after Third Molar Extraction: A Preliminary Study”, Diagnostics.

W. S. Shin, H. G. Yeom, G. H. Lee, J. P. Yun, S. H. Jeong, J. H. Lee, H. K. Kim, and B. C. Kim*, “Deep learning-based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals”, BMC Oral Health.

S. J. Jeon, J. P. Yun, H. G. Yeom, W. S. Shin, J. H. Lee, S. H. Jeong, and M. S. Seo*, “Deep learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs”, Dentomaxillofac Radiol.

2020

S. H. Jeong, J. P. Yun, H. G. Yeom, H. J. Lim, J. Lee, and B. C. Kim*, “Deep learning-based discrimination of soft tissue profiles requiring orthognathic surgery by facial photographs”, Scientific Reports.

S. H. Park*, S. H. Jeong, and P. M. Pardalos, “Combining Stochastic Adaptive Cubic Regularization with Negative Curvature for Nonconvex Optimization”, Journal of Optimization Theory and Applications. 

2018

S. H. Jeong, J. W. Lee, G. H. Yoon*, and D. H. Choi, “Topology optimization considering the fatigue constraint of variable amplitude load based on the equivalent static load approach”, Applied Mathematical Modelling.

2016

D. H. Park, S. H. Jeong, C. W. Kim, H. W. Yang, D. S. Kim, and D. H. Choi*, “Material arrangement optimization for weight minimization of automotive body-in-white (BIW) using a bi-level design strategy”, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering.

2015

S. H. Jeong, D. H. Choi, and G. H. Yoon*, “Fatigue and static failure considerations using a topology optimization method”, Applied Mathematical Modelling. 

S. H. Jeong, J. C. Heo, and G. H. Yoon*, “Motion structural optimization strategy for rhombic element based foldable structure”, Advances in Mechanical Engineering.

2014

A. Takezawa*, G. H. Yoon, S. H. Jeong, M. Kobashi, and M. Kitamura, “Structural topology optimization with strength and heat conduction constraints”, Computer Methods in Applied Mechanics and Engineering. 

S. H. Jeong, D. H. Choi, and G. H. Yoon*, “Separable stress interpolation scheme for stress-based topology optimization with multiple homogeneous materials”, Finite Elements in Analysis and Design. 

S. H. Jeong, G. H. Yoon*, A. Takezawa, D. H. Choi, “Development of a novel phase-field method for local stress-based shape and topology optimization”, Computers & Structures.

S. H. Park, S. H. Jeong, G. H. Yoon, A. A. Groenwold, and D. H. Choi*, “A globally convergent sequential convex programming using an enhanced two-point diagonal quadratic approximation for structural optimization”, Structural and Multidisciplinary Optimization. 

2013

S. H. Jeong, S. H. Park, D. H. Choi, and G. H. Yoon*, “Toward a stress-based topology optimization procedure with indirect calculation of internal finite element information”, Computers & Mathematics with Applications.

2023

정승현*, 콘크리트 펌프 트럭 붐의 용접 순서 최적화 및 용접해석 자동화 프로그램 개발, 대한기계학회논문집 A권.

2021

원홍인, 정승현, 장진석, 윤종필*, “피드백 진동의 심층학습 기반 원단 분류 기술의 시험 및 평가”, 대한임베디드공학회논문집.