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Daye Lim
Daye Lim
Centre for mathematical Plasma-Astrophysics, KU Leuven
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Solar farside magnetograms from deep learning analysis of STEREO/EUVI data
T Kim, E Park, H Lee, YJ Moon, SH Bae, D Lim, S Jang, L Kim, IH Cho, ...
Nature Astronomy 3 (5), 397-400, 2019
832019
Application of the deep convolutional neural network to the forecast of solar flare occurrence using full-disk solar magnetograms
E Park, YJ Moon, S Shin, K Yi, D Lim, H Lee, G Shin
The Astrophysical Journal 869 (2), 91, 2018
772018
Visual explanation of a deep learning solar flare forecast model and its relationship to physical parameters
K Yi, YJ Moon, D Lim, E Park, H Lee
The Astrophysical Journal 910 (1), 8, 2021
262021
Generation of solar UV and EUV images from SDO/HMI magnetograms by deep learning
E Park, YJ Moon, JY Lee, H Lee, D Lim, G Shin, T Kim
The Astrophysical Journal Letters 884 (1), L23, 2019
222019
De-noising SDO/HMI solar magnetograms by image translation method based on deep learning
E Park, YJ Moon, D Lim, H Lee
The Astrophysical Journal Letters 891 (1), L4, 2020
122020
Super-resolution of SDO/HMI magnetograms using novel deep learning methods
S Rahman, YJ Moon, E Park, A Siddique, IH Cho, D Lim
The Astrophysical Journal Letters 897 (2), L32, 2020
112020
Forecast of major solar x-ray flare flux profiles using novel deep learning models
K Yi, YJ Moon, G Shin, D Lim
The Astrophysical Journal Letters 890 (1), L5, 2020
112020
Coronal thick target hard X-ray emissions and radio emissions
J Lee, D Lim, GS Choe, KS Kim, M Jang
The Astrophysical Journal Letters 769 (1), L11, 2013
102013
Selection of three (extreme) ultraviolet channels for solar satellite missions by deep learning
D Lim, YJ Moon, E Park, JY Lee
The Astrophysical Journal Letters 915 (2), L31, 2021
82021
Sausage oscillations in a plasma cylinder with a surface current
D Lim, VM Nakariakov, YJ Moon
Journal of Atmospheric and Solar-Terrestrial Physics 175, 49-55, 2018
72018
Ensemble forecasting of major solar flares with short-, mid-, and long-term active region properties
D Lim, YJ Moon, E Park, J Park, K Lee, JY Lee, S Jang
The Astrophysical Journal 885 (1), 35, 2019
62019
Higher radial harmonics of sausage oscillations in coronal loops
D Lim, VM Nakariakov, DJ Yu, IH Cho, YJ Moon
The Astrophysical Journal 893 (1), 62, 2020
52020
Forecast of daily major flare probability using relationships between vector magnetic properties and flaring rates
D Lim, YJ Moon, J Park, E Park, K Lee, JY Lee, S Jang
arXiv preprint arXiv:1907.11373, 2019
52019
Slow magnetoacoustic oscillations in stellar coronal loops
D Lim, VM Nakariakov, YJ Moon
The Astrophysical Journal 931 (1), 63, 2022
22022
Active region and flare ribbon properties associated with X-class flares and CMEs of solar cycle 24
P Vijayalakshmi, A Shanmugaraju, M Bendict Lawrance, YJ Moon, D Lim, ...
Astrophysics and Space Science 367 (3), 33, 2022
22022
Pixel-to-pixel Translation of Solar Extreme-ultraviolet Images for DEMs by Fully Connected Networks
E Park, H Lee, YJ Moon, JY Lee, IH Cho, KS Lee, D Lim, HJ Jeong, ...
The Astrophysical Journal Supplement Series 264 (2), 33, 2023
2023
Application of Deep Learning to Solar and Space Weather Data
YJ Moon, H Lee, J Son, SK Sung, K Yi, HJ Jeong, E Park, EY Ji, IH Cho, ...
Proceedings of the International Astronomical Union 18 (S372), 131-149, 2022
2022
Pixel-to-pixel translation of solar EUV images for determining DEMs by deep learning based on multi-layer perceptron
E Park, H Lee, YJ Moon, JY Lee, IH Cho, KSUN Lee, D Lim, HJ Jeong
AGU Fall Meeting Abstracts 2021, SH45D-2402, 2021
2021
Examination of physical characteristics of the Carrington event using deep learning
H Lee, D Lim, E Park, YJ Moon
AGU Fall Meeting Abstracts 2021, NG45B-0575, 2021
2021
Selection of Three (E) UV Channels for Solar Satellite Missions by Deep Learning
D Lim, YJ Moon, JY Lee
Çѱ¹Ãµ¹®ÇÐȸº¸ 46 (1), 42-43, 2021
2021
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