seojksc
Profile of Seo, Jeong-Kweon
I’m researching for Mathematical Computing including Deep Learning and PDE solver and Computer Vision, etc.
Dissertations
(Ph.D.)Frequency-domain method for partial differential equations and reduced-order modeling Manuscript
(MS.)Reduced Order Pseudo-Spectral Galerkin Method On Burgers’ Equation Manuscript
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Manuscripts in preparation
[1] False positive reduction of the mapping operators supported by generative adversarial network for the stitching of the drone-based thermal aerial images
(In Preparation)
Jeong-Kweon Seo
[2] Artificial Neural Networks on Multi-grid Domain to Solve Elliptic Boundary Value PDEs for Non-linear Problems
(In Preparation)
Jeong-Kweon Seo
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[3] A Pretraining Multigrid Artificial Neural Network Method Solving Elliptic Boundary Value Partial Differential Equations
(In Preparation)
Jeong-Kweon Seo
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[4] An implicit ANN ansatz of multi-grid method to solve partial differential equations
(In Preparation)
Jeong-Kweon Seo
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Manuscripts on the review
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Manuscripts accepted
[1] Clinical Feasibility of Motor Hotspot Localization Based on Electroencephalography Using Convolutional Neural Network in Stroke
(accepted on 28 August 2025), Journal of NeuroEngineering and Rehabilitation (SCIE)
Ga-Young Choi, Jeong-Kweon Seo, Kyoung Tae Kim, Won Kee Chang, Sung Whan Yoon, Nam-Jong Paik, Won-Seok Kim, Han-Jeong Hwang
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Publications
[1] A reduced-form multigrid approach for ANN equivalent to classic multigrid expansion
19 August 2024, Neural Computing and Applications (SCIE)
Jeong-Kweon Seo
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[2] Motor Hotspot Localization Based on Electroencephalography Using Convolutional Neural Network in Patients with Stroke
11 March 2024, BioRxiv (Preprint), doi: https://doi.org/10.1101/2024.03.06.583618
Ga-Young Choi, Jeong-Kweon Seo, Kyoung Tae Kim, Won Kee Chang, Nam-Jong Paik, Won-Seok Kim, Han-Jeong Hwang
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[3] A reduced order modeling using the frequency-domain method for parabolic partial differential equations
25 April 2023, AIMS Mathematics (SCIE)
Jeong-Kweon Seo, Byeong-Chun Shin
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[4] A Pretraining Domain Decomposition Method Using Artificial Neural Networks To Solve Elliptic PDE Boundary Value Problems
17 August 2022, Scientific Reports (SCIE)
Jeong-Kweon Seo
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[5] Reduced order modeling of the elliptic systems of the frequency-domain method and its error estimation
07 June 2022, Numerical Heat Transfer Part B: Fundamentals (SCIE)
Jeong-Kweon Seo
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[6] A cognitive sample consensus method for the stitching of drone-based aerial images supported by generative adversarial network for the false positive reduction
23 March 2022, Sensors (SCIE)
Jeong-Kweon Seo
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[7] A Posteriori Outlier Rejection Approach Owing to the Well-ordering Property of a Sample Consensus Method for the Stitching of Drone-based Thermal Aerial Images
February 2021, Journal of Imaging Science and Technology (SCIE)
Byeong-Chun Shin, Jeong-Kweon Seo
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[8] Experimental Optimal Choice Of Initial Candidate Inliers Of The Feature Pairs With Well-Ordering Property For The Sample Consensus Method In The Stitching Of Drone-based Aerial Images
April 2020, KSII Transactions on Internet and Information Systems (SCIE)
Byeong-Chun Shin, Jeong-Kweon Seo
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[9] Termite population size estimation based on termite tunnel patterns using a convolutional neural network
June 2019, Mathematical Biosciences (SCIE)
Jeong-Kweon Seo, Seongbok Baik, Sang-Hee Lee
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[10] Simulating the architecture of a termite incipient nest using a convolutional neural network
February 2018, Ecological Informatics (SCIE)
Jeong-Kweon Seo, Seongbok Baik, Sang-Hee Lee
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[11] Differentiation of the Follicular Neoplasm on the Gray-Scale US by Image Selection Subsampling along with the Marginal Outline Using Convolutional Neural Network
December 2017, BioMed Research International (SCIE)
Jeong-Kweon Seo, Young Jae Kim, Kwanggi Kim, […], Jin Young Kwak
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[12] 컴퓨터도움진단(Computer-Aided Diagnosis) 기술과 인공지능(AI)
Aug 2017, (URL) http://www.dbpia.co.kr/Article/NODE07222610 (The Korean Institute of Electrical Engineers)
서정권, 김영재, 김광기
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[13] LEAST-SQUARES SPECTRAL COLLOCATION PARALLEL METHODS FOR PARABOLIC PROBLEMS
September 2015, DOI: 10.5831/HMJ.2015.37.3.299 (KCI)
Jeong-Kweon Seo, BYEONG-CHUN SHIN
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[14] NUMERICAL SOLUTIONS OF BURGERS EQUATION BY REDUCED-ORDER MODELING BASED ON PSEUDO-SPECTRAL COLLOCATION METHOD
June 2015, DOI: 10.12941/jksiam.2015.19.123 (KCI)
Jeong-Kweon Seo, BYEONG-CHUN SHIN
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[15] Reduced Order Medeling With Pseudospectral Element Method On Burgers’ Equation
[Proceeding]
Nov 2009, (URL) http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE01530620 (KSIAM)
Jeong-Kweon Seo, Byeong-Chun SHIN
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[16] Estimation of termite population size using convolution neural network
[Proceeding]
Oct 2018, 2018년 작물보호분야 공동 국제학술대회, Korean Society Of Applied Entomology
(URL) http://db.koreascholar.com/article.aspx?code=364026
Sang-Hee Lee, Jeong-Kweon Seo
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