@article{karimov20243d,

  title={3D Magnetic Free Energy and Flaring Activity Using 83 Major Solar Flares},

  author={Karimov, Khojiakbar and Lee, Harim and Jeong, Hyun-Jin and Moon, Yong-Jae and Kang, Jihye and Son, Jihyeon and Jeon, Mingyu and Kusano, Kanya},

  journal={The Astrophysical Journal Letters},

  volume={965},

  number={1},

  pages={L5},

  year={2024},

  publisher={IOP Publishing}

}

@article{moon2024scientific,

  title={Scientific Perspectives of the Heliophysics L4 Mission by Remote-Sensing Observations},

  author={Moon, Yong-Jae and Cho, Kyung-Suk and Park, Sung-Hong and Lim, Eun-Kyung and Kim, Roksoon and Song, Donguk and Park, Jongyeob and Park, Eunsu and Lee, Harim and Jeong, Hyun-Jin and others},

  journal={Journal of Korean Astronomical Society},

  volume={57},

  pages={35--44},

  year={2024}

}

@article{rahman2024near,

  title={Near-real-time 3D Reconstruction of the Solar Coronal Parameters Based on the Magnetohydrodynamic Algorithm outside a Sphere Using Deep Learning},

  author={Rahman, Sumiaya and Jeong, Hyun-Jin and Siddique, Ashraf and Moon, Yong-Jae and Lawrance, Bendict},

  journal={The Astrophysical Journal Supplement Series},

  volume={271},

  number={1},

  pages={14},

  year={2024},

  publisher={IOP Publishing}

}

@article{cho2024recurrently,

  title={Recurrently Propagating Intensity Disturbances along Polar Plumes Observed in White Light and Extreme Ultraviolet},

  author={Cho, Il-Hyun and Moon, Yong-Jae and Lee, Jin-Yi and An, Junmo and Yu, Dae Jung and Cho, Kyung-Suk and Lee, Harim and Lee, Jae-Ok},

  journal={The Astrophysical Journal},

  volume={961},

  number={1},

  pages={128},

  year={2024},

  publisher={IOP Publishing}

}

@article{kyung2023opening,

  title={Opening new horizons with the L4 mission: vision and plan},

  author={Kyung-Suk, Cho and Junga, Hwang and Jeong-Yeol, Han and Seong-Hwan, Choi and Sung-Hong, Park and Eun-Kyung, Lim and Rok-Soon, Kim and Jungjoon, Seough and Jong-Dae, Sohn and Donguk, Song and others},

  journal={Journal of the Korean Astronomical Society},

  volume={56},

  number={2},

  pages={263--275},

  year={2023}

}

@article{son2023three,

  title={Three-day Forecasting of Solar Wind Speed Using SDO/AIA Extreme-ultraviolet Images by a Deep-learning Model},

  author={Son, Jihyeon and Sung, Suk-Kyung and Moon, Yong-Jae and Lee, Harim and Jeong, Hyun-Jin},

  journal={The Astrophysical Journal Supplement Series},

  volume={267},

  number={2},

  pages={45},

  year={2023},

  publisher={IOP Publishing}

}

@article{park2023examining,

  title={Examining the Source Regions of Solar Energetic Particles Using an AI-generated Synchronic Potential Field Source Surface Model},

  author={Park, Jinhye and Jeong, Hyun-Jin and Moon, Yong-Jae},

  journal={The Astrophysical Journal},

  volume={953},

  number={2},

  pages={159},

  year={2023},

  publisher={IOP Publishing}

}

article{rahman2023fast,

  title={Fast Reconstruction of 3D Density Distribution around the Sun Based on the MAS by Deep Learning},

  author={Rahman, Sumiaya and Shin, Seungheon and Jeong, Hyun-Jin and Siddique, Ashraf and Moon, Yong-Jae and Park, Eunsu and Kang, Jihye and Bae, Sung-Ho},

  journal={The Astrophysical Journal},

  volume={948},

  number={1},

  pages={21},

  year={2023},

  publisher={IOP Publishing}

}

@article{yi2023application,

  title={Application of Deep Reinforcement Learning to Major Solar Flare Forecasting},

  author={Yi, Kangwoo and Moon, Yong-Jae and Jeong, Hyun-Jin},

  journal={The Astrophysical Journal Supplement Series},

  volume={265},

  number={2},

  pages={34},

  year={2023},

  publisher={IOP Publishing}

}

@article{park2023pixel,

  title={Pixel-to-pixel Translation of Solar Extreme-ultraviolet Images for DEMs by Fully Connected Networks},

  author={Park, Eunsu and Lee, Harim and Moon, Yong-Jae and Lee, Jin-Yi and Cho, Il-Hyun and Lee, Kyoung-Sun and Lim, Daye and Jeong, Hyun-Jin and Lee, Jae-Ok},

  journal={The Astrophysical Journal Supplement Series},

  volume={264},

  number={2},

  pages={33},

  year={2023},

  publisher={IOP Publishing}

}

@article{lee2022deep,

  title={Deep Learning--based Fast Spectral Inversion of H$\alpha$ and Ca ii 8542 Line Spectra},

  author={Lee, Kyoung-Sun and Chae, Jongchul and Park, Eunsu and Moon, Yong-Jae and Kwak, Hannah and Cho, Kyuhyoun},

  journal={The Astrophysical Journal},

  volume={940},

  number={2},

  pages={147},

  year={2022},

  publisher={IOP Publishing}

}

@article{jeong2022improved,

title={Improved AI-generated Solar Farside Magnetograms by STEREO and SDO Data Sets and Their Release},

author={Jeong, Hyun-Jin and Moon, Yong-Jae and Park, Eunsu and Lee, Harim and Baek, Ji-Hye},

journal={The Astrophysical Journal Supplement Series},

volume={262},

number={2},

pages={50},

year={2022},

publisher={IOP Publishing}

}

@article{lawrance2022generation,

  title={Generation of Solar Coronal White-light Images from SDO/AIA EUV Images by Deep Learning},

  author={Lawrance, Bendict and Lee, Harim and Park, Eunsu and Cho, Il-Hyun and Moon, Yong-Jae and Lee, Jin-Yi and Shanmugaraju, A and Rahman, Sumiaya},

  journal={The Astrophysical Journal},

  volume={937},

  number={2},

  pages={111},

  year={2022},

  publisher={IOP Publishing}

}

@article{park2022application,

  title={Application of NASA core Flight System to Telescope Control Software for 2017 Total Solar Eclipse Observation},

  author={Park, Jongyeob and Lee, Jae-Ok and Kim, Jihun and Bong, Su-Chan and Cho, Kyung-Suk and Choi, Seonghwan and Jang, Bi-Ho and Park, Young-Deuk and Moon, Yong-Jae and Baek, Ji-Hye and others},

  journal={Publications of the Astronomical Society of the Pacific},

  volume={134},

  number={1033},

  pages={034504},

  year={2022},

  publisher={IOP Publishing}

}

@article{son2021generation,

  title={Generation of He i 1083 nm Images from SDO AIA Images by Deep Learning},

  author={Son, Jihyeon and Cha, Junghun and Moon, Yong-Jae and Lee, Harim and Park, Eunsu and Shin, Gyungin and Jeong, Hyun-Jin},

  journal={The Astrophysical Journal},

  volume={920},

  number={2},

  pages={101},

  year={2021},

  publisher={IOP Publishing}

}

@article{lim2021selection,

  title={Selection of Three (Extreme) Ultraviolet Channels for Solar Satellite Missions by Deep Learning},

  author={Lim, Daye and Moon, Yong-Jae and Park, Eunsu and Lee, Jin-Yi},

  journal={The Astrophysical Journal Letters},

  volume={915},

  number={2},

  pages={L31},

  year={2021},

  publisher={IOP Publishing}

}

@article{yi2021visual,

  title={Visual Explanation of a Deep Learning Solar Flare Forecast Model and Its Relationship to Physical Parameters},

  author={Yi, Kangwoo and Moon, Yong-Jae and Lim, Daye and Park, Eunsu and Lee, Harim},

  journal={The Astrophysical Journal},

  volume={910},

  number={1},

  pages={8},

  year={2021},

  publisher={IOP Publishing}

}

@article{lee2021generation,

  title={Generation of Modern Satellite Data from Galileo Sunspot Drawings in 1612 by Deep Learning},

  author={Lee, Harim and Park, Eunsu and Moon, Yong-Jae},

  journal={The Astrophysical Journal},

  volume={907},

  number={2},

  pages={118},

  year={2021},

  publisher={IOP Publishing}

}

@article{park2021reply,

  title={Reply to: Reliability of AI-generated magnetograms from only EUV images},

  author={Park, Eunsu and Jeong, Hyun-Jin and Lee, Harim and Kim, Taeyoung and Moon, Yong-Jae},

  journal={Nature Astronomy},

  volume={5},

  number={2},

  pages={111--112},

  year={2021},

  publisher={Nature Publishing Group}

}

@article{na2021new,

  title={A New Method to Estimate Halo CME Mass Using Synthetic CMEs Based on a Full Ice Cream Cone Model},

  author={Na, Hyeonock and Moon, Yong-Jae and Lee, Jin-Yi and Cho, Il-Hyun},

  journal={The Astrophysical Journal},

  volume={906},

  number={1},

  pages={46},

  year={2021},

  publisher={IOP Publishing}

}

@article{lee2021one,

  title={One-day forecasting of Global TEC using a novel deep learning model},

  author={Lee, Sujin and Ji, Eun-Young and Moon, Yong-Jae and Park, Eunsu},

  journal={Space Weather},

  volume={19},

  number={1},

  pages={2020SW002600},

  year={2021},

  publisher={Wiley Online Library}

}

@article{jeong2020solar,

 title={Solar coronal magnetic field extrapolation from synchronic data with AI-generated farside},

 author={Jeong, Hyun-Jin and Moon, Yong-Jae and Park, Eunsu and Lee, Harim},

 journal={The Astrophysical Journal Letters},

 volume={903},

 number={2},

 pages={L25},

 year={2020},

 publisher={IOP Publishing}

}

@article{lee2020time,

  title={Time Series Analysis of Photospheric Magnetic Parameters of Flare-Quiet Versus Flaring Active Regions: Scaling Properties of Fluctuations},

  author={Lee, Eo-Jin and Park, Sung-Hong and Moon, Yong-Jae},

  journal={Solar Physics},

  volume={295},

  number={9},

  pages={1--19},

  year={2020},

  publisher={Springer}

}

@article{cho2020accelerating,

  title={Accelerating and Supersonic Density Fluctuations in Coronal Hole Plumes: Signature of Nascent Solar Winds},

  author={Cho, Il-Hyun and Nakariakov, Valery M and Moon, Yong-Jae and Lee, Jin-Yi and Yu, Dae Jung and Cho, Kyung-Suk and Yurchyshyn, Vasyl and Lee, Harim},

  journal={The Astrophysical Journal Letters},

  volume={900},

  number={2},

  pages={L19},

  year={2020},

  publisher={IOP Publishing}

}

@article{rahman2020super,

  title={Super-resolution of SDO/HMI Magnetograms Using Novel Deep Learning Methods},

  author={Rahman, Sumiaya and Moon, Yong-Jae and Park, Eunsu and Siddique, Ashraf and Cho, Il-Hyun and Lim, Daye},

  journal={The Astrophysical Journal Letters},

  volume={897},

  number={2},

  pages={L32},

  year={2020},

  publisher={IOP Publishing}

}

@article{shin2020generation,

  title={Generation of High-resolution Solar Pseudo-magnetograms from Ca ii K Images by Deep Learning},

  author={Shin, Gyungin and Moon, Yong-Jae and Park, Eunsu and Jeong, Hyun-Jin and Lee, Harim and Bae, Sung-Ho},

  journal={The Astrophysical Journal Letters},

  volume={895},

  number={1},

  pages={L16},

  year={2020},

  publisher={IOP Publishing}

}

@article{lawrance2020relationships,

  title={Relationships between Interplanetary Coronal Mass Ejection Characteristics and Geoeffectiveness in the Declining Phase of Solar Cycles 23 and 24},

  author={Lawrance, M Bendict and Moon, Y-J and Shanmugaraju, A},

  journal={Solar Physics},

  volume={295},

  number={4},

  pages={1--14},

  year={2020},

  publisher={Springer}

}

@article{lim2020higher,

  title={Higher Radial Harmonics of Sausage Oscillations in Coronal Loops},

  author={Lim, Daye and Nakariakov, Valery M and Yu, Dae Jung and Cho, Il-Hyun and Moon, Yong-Jae},

  journal={The Astrophysical Journal},

  volume={893},

  number={1},

  pages={62},

  year={2020},

  publisher={IOP Publishing}

}

@article{park2020noising,

  title={De-noising SDO/HMI Solar Magnetograms by Image Translation Method Based on Deep Learning},

  author={Park, Eunsu and Moon, Yong-Jae and Lim, Daye and Lee, Harim},

  journal={The Astrophysical Journal Letters},

  volume={891},

  number={1},

  pages={L4},

  year={2020},

  publisher={IOP Publishing}

}

@article{yi2020forecast,

  title={Forecast of Major Solar X-Ray Flare Flux Profiles Using Novel Deep Learning Models},

  author={Yi, Kangwoo and Moon, Yong-Jae and Shin, Gyungin and Lim, Daye},

  journal={The Astrophysical Journal Letters},

  volume={890},

  number={1},

  pages={L5},

  year={2020},

  publisher={IOP Publishing}

}

@article{kang2019onset,

  title={Onset Mechanism of M6. 5 Solar Flare Observed in Active Region 12371},

  author={Kang, Jihye and Inoue, Satoshi and Kusano, Kanya and Park, Sung-Hong and Moon, Yong-Jae},

  journal={The Astrophysical Journal},

  volume={887},

  number={2},

  pages={263},

  year={2019},

  publisher={IOP Publishing}

}

@article{lim2019ensemble,

  title={Ensemble Forecasting of Major Solar Flares with Short-, Mid-, and Long-term Active Region Properties},

  author={Lim, Daye and Moon, Yong-Jae and Park, Eunsu and Park, Jongyeob and Lee, Kangjin and Lee, Jin-Yi and Jang, Soojeong},

  journal={The Astrophysical Journal},

  volume={885},

  number={1},

  pages={35},

  year={2019},

  publisher={IOP Publishing}

}

@article{an2019parametric,

  title={Parametric Study of ICME Properties Related to Space Weather Disturbances via a Series of Three-Dimensional MHD Simulations},

  author={An, Junmo and Magara, Tetsuya and Hayashi, Keiji and Moon, Yong-Jae},

  journal={Solar Physics},

  volume={294},

  number={10},

  pages={143},

  year={2019},

  publisher={Springer}

}

@article{cho2019new,

  title={A New Type of Jet in a Polar Limb of the Solar Coronal Hole},

  author={Cho, Il-Hyun and Moon, Yong-Jae and Cho, Kyung-Suk and Nakariakov, Valery M and Lee, Jin-Yi and Kim, Yeon-Han},

  journal={The Astrophysical Journal Letters},

  volume={884},

  number={2},

  pages={L38},

  year={2019},

  publisher={IOP Publishing}

}

@article{park2019generation,

  title={Generation of solar UV and EUV images from SDO/HMI magnetograms by deep learning},

  author={Park, Eunsu and Moon, Yong-Jae and Lee, Jin-Yi and Lee, Harim and Lim, Daye and Shin, Gyungin and Kim, Taeyoung and others},

  journal={The Astrophysical Journal Letters},

  volume={884},

  number={1},

  pages={L23},

  year={2019},

  publisher={IOP Publishing}

}

@article{lim2019forecast,

  title={Forecast of Daily Major Flare Probability Using Relationships between Vector Magnetic Properties and Flaring Rates},

  author={Lim, Daye and Moon, Yong-Jae and Park, Jongyeob and Park, Eunsu and Lee, Kangjin and Lee, Jin-Yi and Jang, Soojeong},

  journal={arXiv preprint arXiv:1907.11373},

  year={2019}

}

@article{lee2019nonequilibrium,

  title={Nonequilibrium Ionization Effects on Solar EUV and X-Ray Imaging Observations},

  author={Lee, Jin-Yi and Raymond, John C and Reeves, Katharine K and Shen, Chengcai and Moon, Yong-Jae and Kim, Yeon-Han},

  journal={The Astrophysical Journal},

  volume={879},

  number={2},

  pages={111},

  year={2019},

  publisher={IOP Publishing}

}

@article{kim2019solar,

  title={Solar farside magnetograms from deep learning analysis of STEREO/EUVI data},

  author={Kim, Taeyoung and Park, Eunsu and Lee, Harim and Moon, Yong-Jae and Bae, Sung-Ho and Lim, Daye and Jang, Soojeong and Kim, Lokwon and Cho, Il-Hyun and Choi, Myungjin and others},

  journal={Nature Astronomy},

  volume={3},

  number={5},

  pages={397--400},

  year={2019},

  publisher={Nature Publishing Group}

}

@article{cho2019seismological,

  title={Seismological Determination of the Alfv{\'e}n Speed and Plasma Beta in Solar Photospheric Bright Points},

  author={Cho, Il-Hyun and Moon, Yong-Jae and Nakariakov, Valery M and Yu, Dae Jung and Lee, Jin-Yi and Bong, Su-Chan and Cho, Kyung-Suk and Kim, Yeon-Han and Lee, Jae-Ok and others},

  journal={The Astrophysical Journal Letters},

  volume={871},

  number={1},

  pages={L14},

  year={2019},

  publisher={IOP Publishing}

}