Publications of Kangwoo Yi

A list of publications authored or co-authored by Kangwoo Yi, derived from the SAO/NASA Astrophysics Data System (ADS). The number in brackets after each title indicates the number of citations that the paper has received.

Orcid ID: 0000-0003-4342-9483

List of publications ordered by citations
Number of papers: 10 (refereed: 9)
No. of citations: 148
First author papers: 3 (refereed: 3)

2026

1. AI-Based Improvement of IRI-2020 Electron Density Profiles With COSMIC Radio Occultation Data [0]
   Ji, Eun‐Young, Moon, Yong‐Jae, Kwak, Young‐Sil, Yi, Kangwoo, Kim, Jeong‐Heon & Jeon, Woong, Space Weather, 24, e2025SW004664

2024

1. Construction of global IGS-3D electron density (N_e) model by deep learning [1]
   Ji, Eun-Young, Moon, Yong-Jae, Kwak, Young-Sil, Yi, Kangwoo & Kim, Jeong-Heon, Journal of Atmospheric and Solar-Terrestrial Physics, 265, 106370
2. Can Solar Limb Flare Prediction Be Properly Made by Extreme-ultraviolet Intensities? [2]
   Lee, Jaewon, Moon, Yong-Jae, Jeong, Hyun-Jin, Yi, Kangwoo & Lee, Harim, ApJ, 971, L47
3. Scientific Perspectives of the Heliophysics L4 Mission by Remote-Sensing Observations [6]
   Moon, Yong-Jae, Cho, Kyung-Suk, Park, Sung-Hong, Lim, Eun-Kyung, Kim, Roksoon, Song, Donguk, Park, Jongyeob, Park, Eunsu, Lee, Harim, Jeong, Hyun-Jin, Kang, Jihye, Park, Jinhye, Yi, Kangwoo, Cho, Il-Hyun & Na, Hyeonock, Journal of Korean Astronomical Society, 57, 35

2023

1. Application of Deep Learning to Solar and Space Weather Data [5]
   Moon, Yong-Jae, Lee, Harim, Son, Jihyeon, Sung, Suk-Kyung, Yi, Kangwoo, Jeong, Hyun-Jin, Park, Eunsu, Ji, Eun-Young, Cho, Il-Hyun, Lawrance, Bendict, Lim, Daye, Shin, Gyungin, Lee, Sujin, Rahman, Sumiaya & Kim, Taeyoung, The Era of Multi-Messenger Solar Physics (Editors: Cauzzi, Gianna & Tritschler, Alexandra), IAU Symposium, 372, p. 131
2. Application of Deep Reinforcement Learning to Major Solar Flare Forecasting [8]
   Yi, Kangwoo, Moon, Yong-Jae & Jeong, Hyun-Jin, ApJS, 265, 34

2022

1. Kinematic Classification of Coronal Mass Ejections in LASCO C3 Field of View [0]
   Jeon, Seong-Gyeong, Moon, Yong-Jae, Cho, Il-Hyun, Lee, Harim & Yi, Kangwoo, Journal of Korean Astronomical Society, 55, 67

2021

1. Visual Explanation of a Deep Learning Solar Flare Forecast Model and Its Relationship to Physical Parameters [30]
   Yi, Kangwoo, Moon, Yong-Jae, Lim, Daye, Park, Eunsu & Lee, Harim, ApJ, 910, 8

2020

1. Forecast of Major Solar X-Ray Flare Flux Profiles Using Novel Deep Learning Models [16]
   Yi, Kangwoo, Moon, Yong-Jae, Shin, Gyungin & Lim, Daye, ApJ, 890, L5

2018

1. Application of the Deep Convolutional Neural Network to the Forecast of Solar Flare Occurrence Using Full-disk Solar Magnetograms [80]
   Park, Eunsu, Moon, Yong-Jae, Shin, Seulki, Yi, Kangwoo, Lim, Daye, Lee, Harim & Shin, Gyungin, ApJ, 869, 91