Application of the Deep Convolutional Neural Network to the Forecast of Solar Flare Occurrence Using Full-disk Solar Magnetograms
Park, Eunsu, Moon, Yong-Jae, Shin, Seulki, Yi, Kangwoo, Lim, Daye, Lee, Harim, Shin, Gyungin
Published in The Astrophysical journal (20.12.2018)
Published in The Astrophysical journal (20.12.2018)
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Journal Article
Visual Explanation of a Deep Learning Solar Flare Forecast Model and Its Relationship to Physical Parameters
Yi, Kangwoo, Moon, Yong-Jae, Lim, Daye, Park, Eunsu, Lee, Harim
Published in The Astrophysical journal (01.03.2021)
Published in The Astrophysical journal (01.03.2021)
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Journal Article
Application of Deep Reinforcement Learning to Major Solar Flare Forecasting
Yi, Kangwoo, Moon, Yong-Jae, Jeong, Hyun-Jin
Published in The Astrophysical journal. Supplement series (01.04.2023)
Published in The Astrophysical journal. Supplement series (01.04.2023)
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Journal Article
FORMATION AND ERUPTION OF A FLUX ROPE FROM THE SIGMOID ACTIVE REGION NOAA 11719 AND ASSOCIATED M6.5 FLARE: A MULTI-WAVELENGTH STUDY
Joshi, Bhuwan, Kushwaha, Upendra, Veronig, Astrid M., Dhara, Sajal Kumar, Shanmugaraju, A., Moon, Yong-Jae
Published in The Astrophysical journal (01.01.2017)
Published in The Astrophysical journal (01.01.2017)
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Journal Article
Near-real-time 3D Reconstruction of the Solar Coronal Parameters Based on the Magnetohydrodynamic Algorithm outside a Sphere Using Deep Learning
Rahman, Sumiaya, Jeong, Hyun-Jin, Siddique, Ashraf, Moon, Yong-Jae, Lawrance, Bendict
Published in The Astrophysical journal. Supplement series (01.03.2024)
Published in The Astrophysical journal. Supplement series (01.03.2024)
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Journal Article
Slow Magnetoacoustic Oscillations in Stellar Coronal Loops
Lim, Daye, Nakariakov, Valery M., Moon, Yong-Jae
Published in The Astrophysical journal (01.05.2022)
Published in The Astrophysical journal (01.05.2022)
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Journal Article
Solar Coronal Magnetic Field Extrapolation from Synchronic Data with AI-generated Farside
Jeong, Hyun-Jin, Moon, Yong-Jae, Park, Eunsu, Lee, Harim
Published in Astrophysical journal. Letters (01.11.2020)
Published in Astrophysical journal. Letters (01.11.2020)
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Journal Article
Onset Mechanism of M6.5 Solar Flare Observed in Active Region 12371
Kang, Jihye, Inoue, Satoshi, Kusano, Kanya, Park, Sung-Hong, Moon, Yong-Jae
Published in The Astrophysical journal (20.12.2019)
Published in The Astrophysical journal (20.12.2019)
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Journal Article
Generation of Solar UV and EUV Images from SDO/HMI Magnetograms by Deep Learning
Park, Eunsu, Moon, Yong-Jae, Lee, Jin-Yi, Kim, Rok-Soon, Lee, Harim, Lim, Daye, Shin, Gyungin, Kim, Taeyoung
Published in Astrophysical journal. Letters (10.10.2019)
Published in Astrophysical journal. Letters (10.10.2019)
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Journal Article
Forecast of Major Solar X-Ray Flare Flux Profiles Using Novel Deep Learning Models
Yi, Kangwoo, Moon, Yong-Jae, Shin, Gyungin, Lim, Daye
Published in Astrophysical journal. Letters (10.02.2020)
Published in Astrophysical journal. Letters (10.02.2020)
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Journal Article
Fast Reconstruction of 3D Density Distribution around the Sun Based on the MAS by Deep Learning
Rahman, Sumiaya, Shin, Seungheon, Jeong, Hyun-Jin, Siddique, Ashraf, Moon, Yong-Jae, Park, Eunsu, Kang, Jihye, Bae, Sung-Ho
Published in The Astrophysical journal (01.05.2023)
Published in The Astrophysical journal (01.05.2023)
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Journal Article
Generation of He i 1083 nm Images from SDO AIA Images by Deep Learning
Son, Jihyeon, Cha, Junghun, Moon, Yong-Jae, Lee, Harim, Park, Eunsu, Shin, Gyungin, Jeong, Hyun-Jin
Published in The Astrophysical journal (01.10.2021)
Published in The Astrophysical journal (01.10.2021)
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Journal Article
Deep Learning–based Fast Spectral Inversion of Hα and Ca ii 8542 Line Spectra
Lee, Kyoung-Sun, Chae, Jongchul, Park, Eunsu, Moon, Yong-Jae, Kwak, Hannah, Cho, Kyuhyoun
Published in The Astrophysical journal (01.12.2022)
Published in The Astrophysical journal (01.12.2022)
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Journal Article