My CV is available as a PDF here, created using RenderCV.

관심 연구 분야/Research Interests

태양 및 우주기상 데이터를 분석하고 인공지능 기술을 적용하여 현상을 이해하는 것에 관심을 가지고 있습니다.

I am interested in analyzing solar and space weather data and applying artificial intelligence techniques to better understand these phenomena. 

출판/Publications

• Hojae Ahn, Florian Briegel, Jimin Han, Mingyu Jeon, Thomas M. Herbst, Sumin Lee, Woojin Park, Sunwoo Lee, Inhwan Jung, Tae-Geun Ji, Changgon Kim, Geon Hee Kim, Wolfgang Gaessler, Markus Kuhlberg, Hyun Chul Park, Soojong Pak, Nicholas P. Konidaris, Niv Drory, José R. Sánchez-Gallego, Cynthia S. Froning, Solange Ramirez, Juna A. Kollmeier, "Telescope control software and proto-model siderostat for the SDSS-V Local Volume Mapper", Journal of Astronomical Telescopes, Instruments, and Systems, Vol. 10, Issue 3, 037001 (2024)

• Jaekyun Park, Sang Joon Kim, Mingyu Jeon, Chae Kyung Sim, Henrik Melin, Régis Courtin, Jong Ho Seon, “Spatial and spectral characteristics of the Jovian polar haze inferred from 2-μm Juno/JIRAM spectro-images”, Icarus Volume 420, 15 September 2024, 116139 (2024) 

• Khojiakbar Karimov, Harim Lee, Hyun-Jin Jeong, Yong-Jae Moon, Jihye Kang, Jihyeon Son, Mingyu Jeon, Kanya Kusano, “3D Magnetic Free Energy and Flaring Activity Using 83 Major Solar Flares”, The Astrophysical Journal Letters, Volume 965, Number 1 (2024) 

• Changgon Kim, José Sánchez-Gallego, Pavan Bilgi, Mingyeong Yang, Florian Briegel, Tae-Geun Ji, Nicholas P. Konidaris, Taeeun Kim, Hojae Ahn, Mingyu Jeon, Hyun Chul Park, Hye-In Lee, Cynthia S. Froning, Solange Ramirez, Niv Drory, Juna A. Kollmeier, Soojong Pak, “Automatic spectrograph control software for SDSS-V Local Volume Mapper”, Journal of Astronomical Telescopes, Instruments, and Systems, Vol. 9, Issue 3, 037002 (2023) 

발표/Presentations

• Mingyu Jeon, Yong-Jae Moon, "Exploring the Potential of Diffusion Models for Solar Image-to-Image Translation", 2025 KASI Solar and Space Weather Workshop, Poster (2025)

• Mingyu Jeon, "Physics-Informed Deep Learning for Solar Active Region Magnetic Fields", KSSS-JPL-KASSTA Joint Workshop on Space Science & Technology, Oral (2024)

• Mingyu Jeon, Hyun-Jin Jeong, Yong-Jae Moon, Jihye Kang, Kanya Kusano, "Real-Time Reconstruction of Solar Coronal Magnetic Fields using Physics-Informed Neural Opeartor", 2024 KSSS Fall Conference, Oral (2024)

• Yujin Cho, Geonhwa Jee, Mingyu Jeon, Hyuck-Jin Kwon, Ji Eun Kim, Young-Bae Ham, Changsup Lee, Ji-Hye Baek, "Preliminary Results of Auroral Recognition Procedure by using Deep Learning Technique in All-Sky Auroral Image Data", 2024 KSSS Fall Conference, Oral (2024)

• Seungheon Shin, Jaewon Lee, Mingyu Jeon, Yong-Jae Moon, "A Data-Centric Approach to Enhancing Object Detection in Solar Images", 2024 KSSS Fall Conference, Poster (2024)

• Mingyu Jeon, Hyun-Jin Jeong, Yong-Jae Moon, Kanya Kusano, "Near Real-Time Extrapolation of Nonlinear Force-Free Fields from Photospheric Vector Magnetograms Using Physics-Informed Neural Operators", COSPAR 2024, Oral (2024)

• Hyun-Jin Jeong, Mingyu Jeon, Daeil Kim, Youngjae Kim, Ji-Hye Baek, Yong-Jae Moon, Seonghwan Choi, "Prediction of Next Solar Rotation Synoptic Maps Using an AI-based Solar Surface Flux Transport Model", COSPAR 2024, Oral (2024)

• Hyun-Jin Jeong, Mingyu Jeon, Daeil Kim, Youngjae Kim, Ji-Hye Baek, Yong-Jae Moon, Seonghwan Choi, "Preliminary Results of AI-Based Solar Photospheric Flux Transport Models", 2023 KSSS Fall Conference, Oral (2023)

• Khojiakbar Karimov, Harim Lee, Yong-Jae Moon, Jihye Kang, Hyun-Jin Jeong, Mingyu Jeon, Jihyeon Son, Kanya Kusano, "Major Flaring Activity Depending on the Phase of 3D Magnetic Free Energy", 2023 KSSS Fall Conference, Oral (2023)

• Gwangson Choe, Sibaek Yi, Minseon Lee, Mingyu Jeon, "Are Physics-Math-Based Iteration Methods and Physics-Informed Neural Network Methods in Static Magnetic Field Calculation More Different or More Similar?", 2023 KSSS Spring Conference, Oral (2023)

• Mingyeong Yang, Changgon Kim, José Sánchez-Gallego, Florian Briegel, Felipe Besser, Pavan Bilgi, Hojae Ahn, Tae-Geun Ji, Nicholas P. Konidaris, Guillermo A. Blanc, Taeeun Kim, Mingyu Jeon, Hyun Chul Park, Hye-In Lee, Erika Cook, Cynthia S. Froning, Solange Ramirez, Niv Drory, Juna A. Kollmeier, Soojong Pak, "SDSS-V LVM-I Observation Control Software: SCP, ECP and NPS", 2022 105th KAS Spring Meeting, Oral (2022)

• Hojae Ahn, Florian Briegel, Mingyu Jeon, Tom Herbst, Sumin Lee, Inhwan Jung, Changgon Kim, Jimin Han, Geon Hee Kim, Wolfgang Gaessler, Markus Kuhlberg, Tae-Geun Ji, Hyun Chul Park, Soojong Pak, Nicholas P. Konidaris, Niv Drory, José Sanchez-Gallego, Dmitry Bizyaev, Cynthia S. Froning, Solange Ramirez, Juna A. Kollmeier, "Development of siderostat control system for SDSS-V Local Volume Mapper", 2022 105th KAS Spring Meeting, Oral (2022)

과제/Projects

• 2024.12.-현재, AI기반 우주기상 예측모델 데이터셋 구축 

  • PI: 문용재

  • 태양 및 우주기상을 위한 딥러닝 모델 개발

• 2024.07.-2025.02., SpaceAI 2024

  • 조유진 (극지연) 주도 "딥러닝을 활용한 전천 이미지로부터 오로라 세그멘테이션" 연구 참여

• 2024.05.-2025.02., BK21, 차세대 우주탐사 인력양성팀 

  • PI: 문용재

  • 태양 및 우주기상을 위한 딥러닝 모델 개발

• 2023.09.-2024.02., 우주기상 분석 및 예측모델 개발 

  • PI: 문용재

  • 태양 코로나 자기장 실시간 재구성 딥러닝 모델 개발 

• 2023.07.-2024.02., SpaceAI 2023

  • 정현진 (경희대) 주도 "딥러닝 vs 광구 자기장 수송 모델" 연구 참여

• 2023.05.-2024.02., 인공지능 기반 태양 표면 자기장 지도 개발 

  • PI: 문용재

  • 태양 코로나 자기장 실시간 재구성을 위한 물리 정보 딥러닝 모델 개발 

• 2023.03.-2023.08., 관측기반 시뮬레이션을 통한 태양코로나 진화 연구

  • PI: 최광선

  • 태양 코로나 자기장 재구성을 위한 물리 정보 딥러닝 모델 개발

• 2022.11.-2025.02., 특이한 형태의 목성 북극 대열적반의 지속성 규명 연구 

  • PI: 김상준

  • 목성 탐사선 Juno/JIRAM 분광 데이터 분석

• 2022.01.-12., 무인이동체 임무장비 광학계 설계 및 분광영상 모델개발 

  • PI: 박수종

  • SDSS LVM 카메라 제어 소프트웨어 개발 

• 2024.12.-present,  AI-Based Space Weather Forecasting Model Dataset Construction 

  • PI: Yong-Jae Moon

  • Developed a deep learning model for sun and space weather

• 2024.07.-2025.02., SpaceAI 2024

  • Participated in the research project, “Aurora Segmentation from All-Sky Images Using Deep Learning" led by Yujin Cho (KOPRI)

• 2024.05.-2025.02., BK21, The Next-Generation Space Exploration Workforce Development Team

  • PI: Yong-Jae Moon

  • Developed a deep learning model for sun and space weather

• 2023.09.-2024.02., Space Weather Analysis and Development of Prediction Models

  • PI: Yong-Jae Moon

  • Developed a deep learning model for real-time reconstruction of solar coronal magnetic fields

• 2023.07.-2024.02., SpaceAI 2023

  • Participated in the research project, “Deep Learning vs. Photospheric Flux Transport Model" led by Hyun-Jin Jeong (KHU)

• 2023.05.-2024.02., Development of an AI-Based Solar Surface Magnetic Field Map

  • PI: Yong-Jae Moon

  • Developed a physics-informed deep learning model for real-time reconstruction of solar coronal magnetic fields

• 2023.03.-2023.08.,  Study on the Evolution of the Solar Corona Through Observation-Based Simulations

  • PI: Gwangson Choe

  • Developed a physics-informed deep learning model for reconstruction of solar coronal magnetic fields

• 2022.11.-2025.02., Study on the Persistence of the Unusual Shape of Jupiter’s Northern Great Red Spot

  • PI: Sang Joon Kim 

  • Analyzed spectral data from the Juno/JIRAM

• 2022.01.-12., Design of optical systems for unmanned vehicle mission equipment and development of spectral imaging models

  • PI: Soojong Pak

  • Developed the SDSS LVM camera control software

비형식 교육/Non-formal Education 

• 2025.02.03.-04., 한양대 2025년 겨울 인공지능부트캠프, http://www.hanyang.ac.kr/surl/fbJmB

• 2025.01.12.-15., 2025년 태양우주환경 겨울학교/워크숍, https://sse.kasi.re.kr/workshop/this/info

• 2024.09.02.-06., AstroAI Asian Network 여름학교, https://cd3.ipmu.jp/a3n/ 

• 2023.07.24.-28., 2023 수치상대론 및 중력파 여름학교, school.gw.nr.re.kr/2023/summer/ 

• 2022.07.11.-15., KIAS 여름학교 2022 외부은하와 우주론, http://home.kias.re.kr/astroschool2022/ 

• 2022.01.17.-21., 2022 수치상대론 및 중력파 겨울학교, https://school.gw.nr.re.kr/2022/winter/

• 2021.08.16.-20., 2021 수치상대론 및 중력파 여름학교, https://school.gw.nr.re.kr/2021/summer 

• 2019.01.25.-29., 2019년 소백산 천문대 겨울학교, https://www.kasi.re.kr/kor/publication/post/notice/10794 

• 2025.02.03.-04., 2025 HYU Diffusion Model Boot Camp, http://www.hanyang.ac.kr/surl/fbJmB

• 2025.01.12.-15., 2025 KASI Solar and Space Weather Winter School/Workshop, https://sse.kasi.re.kr/workshop/this/info

• 2024.09.02.-06., 2024 AstroAI Asian Network Summer School, https://cd3.ipmu.jp/a3n/ 

• 2023.07.24.-28., 2023 Numerical Relativity and Gravitational Waves Summer School, school.gw.nr.re.kr/2023/summer/ 

• 2022.07.11.-15., 2022 KIAS Galaxies and Cosmology Summer School, http://home.kias.re.kr/astroschool2022/ 

• 2022.01.17.-21., 2022 Numerical Relativity and Gravitational Waves Winter School, https://school.gw.nr.re.kr/2022/winter/

• 2021.08.16.-20., 2021 Numerical Relativity and Gravitational Waves Summer School, https://school.gw.nr.re.kr/2021/summer 

• 2019.01.25.-29., 2019 SOAO Long-slit Spectroscopy Winter School, https://www.kasi.re.kr/kor/publication/post/notice/10794 

대외활동/Extracurricular Activities

• 2024.05-현재, Scientific Computing & Artificial Intelligence 스터디

• 2023.09-현재, Solar Physics Journal Club, https://solarphysics.github.io/

• 2025.02.20., 우주포럼 기획 토론회, https://www.kas.org/notice/view.php?idx=9682

• 2025.02.18., SpaceAI 2025 컨퍼런스, https://www.kas.org/notice/view.php?idx=9681

• 2025.01.22.-02.06., 일반대학원 학술 심화 스터디 (태양)

• 2025.01.12., 제 9회 태양/우주환경을 연구하는 젊은 과학자 모임, https://site.sun2us.net/ 

• 2024.12.15.-17., 한-미 국제협력 워크숍

• 2024.08.26.-27., SpaceAI 2024 집중협업캠프

• 2024.07.01., SpaceAI 2024 킥오프 미팅

• 2024.01.-02., SSWLAB 통계스터디 

• 2024.02.07., SpaceAI 2024 컨퍼런스

• 2024.01.18., 제 10차 K-SPACE 워킹그룹 모임, https://kspace.khu.ac.kr/k-space-wg-모임/제-10차-k-space-wg

• 2023.07.-08., SSWLAB 인공지능스터디

• 2023.08.30., SpaceAI 2023 집중협업캠프

• 2023.07.05., SpaceAI 2023 킥오프 미팅

• 2023.04.-06., 위즈랩 개발자 인턴 (한국천문연구원 과제 수행)

• 2023.01.-03., 경희대학교 천문대 보조 선생님 아르바이트 (2023년 1분기) 

• 2023.02.21., 2023 Korea Astronomy Machine Learning Winter Meeting, https://sites.google.com/view/winterkaml2023/program

• 2023.01.09-15. KAO 한국천문올림피아드 2023 겨울학교 천올멘토, http://www.kasolym.org/EZ/rb/view.asp?seq=32&page=1&BoardModule=Board&tbcode=board06 

• 2022.08.17., 한국천문연구원 학부생 견학 프로그램, https://www.kasi.re.kr/kor/publication/post/notice/29178

• 2022.08.02-11. IAUGA 2022 운영요원, https://www.iauga2022.org/

• 2021.08.19.-20., IASS 2021 천문우주 관측기기 워크숍, https://www.iass-workshop.org/board/view?b_name=bo_history&bo_id=12&per_page= 

• 2024.05-present, Scientific Computing & Artificial Intelligence Study Group

• 2023.09-present, Solar Physics Journal Club, https://solarphysics.github.io/

• 2025.02.20., Space Forum Planning Discussion Session, https://www.kas.org/notice/view.php?idx=9682

• 2025.02.18., SpaceAI 2025 Conference, https://www.kas.org/notice/view.php?idx=9681

• 2025.01.22.-02.06., General Student Council Academic Enrichment Study Group (Sun)

• 2025.01.12., The 9th Young Scientists for the Sun, https://site.sun2us.net/ 

• 2024.12.15.-17., KSSS-JPL-KASSTA Joint Workshop on Space Science & Technology

• 2024.08.26.-27., SpaceAI 2024 Intensive Collaboration Camp

• 2024.07.01., SpaceAI 2024 Kick-off Meeting

• 2024.01.-02., SSWLAB Statistics Study Group

• 2024.02.07., SpaceAI 2024 Conference

• 2024.01.18., The 10th K-Space Working Group, https://kspace.khu.ac.kr/k-space-wg-모임/제-10차-k-space-wg

• 2023.07.-08., SSWLAB AI Study Group

• 2023.08.30., SpaceAI 2023 Intensive Collaboration Camp

• 2023.07.05., SpaceAI 2023 Kick-off Meeting

• 2023.04.-06., Software Engineer Intern at Wyslab for KASI Project

• 2023.01.-03., Assistant Instructor at Kyung Hee Astronomical Observatory (Part-time job)

• 2023.02.21., 2023 Korea Astronomy Machine Learning Winter Meeting, https://sites.google.com/view/winterkaml2023/program

• 2023.01.09-15. Mentor at 2023 Korea Astronomy Olympiad Winter School, http://www.kasolym.org/EZ/rb/view.asp?seq=32&page=1&BoardModule=Board&tbcode=board06 

• 2022.08.17., 2022 KASI Undergraduate Field Trip, https://www.kasi.re.kr/kor/publication/post/notice/29178

• 2022.08.02-11. Staff at IAUGA 2022, https://www.iauga2022.org/

• 2021.08.19.-20., 2021 Astronomical Instrumentation Workshop, https://www.iass-workshop.org/board/view?b_name=bo_history&bo_id=12&per_page=