Career Profile
Hello, welcome to my personal website!
I am currently working as an academic research professor at Kyung Hee University. My passion for this field has led me to develop expertise in analyzing solar observational data and using deep learning for scientific research.
I have a Ph.D. and have gained invaluable experience doing solar physics and space weather research. Through my work, I have been able to contribute to a better understanding of the effects of solar activity on the Earth.
On this website, you can find information about my professional background including academic achievements, research projects, and publications. I have a proven track record of successfully using data analytics and deep learning techniques to make important scientific discoveries.
Thank you for visiting my website. I look forward to sharing my work and connecting with you.
Experiences
Publications
I have published 5 first-author papers and 22 co-authored papers, and have extensive experience presenting both oral and poster presentations at domestic and international academic conferences.
- Generation of Modern Satellite Data from Galileo Sunspot Drawings in 1612 by Deep Learning
- Solar farside magnetograms from deep learning analysis of STEREO/EUVI data
- Three-dimensional Oscillations of 21 Halo Coronal Mass Ejections Using Multi-spacecraft Data
- Are 3-D coronal mass ejection parameters from single-view observations consistent with multiview ones?
- Radial and Azimuthal Oscillations of Halo Coronal Mass Ejections in the Sun
- 3D Magnetic Free Energy and Flaring Activity Using 83 Major Solar Flares
- Scientific Perspectives of the Heliophysics L4 Mission by Remote-sensing Observations
- Recurrently Propagating Intensity Disturbances along Polar Plumes Observed in White Light and Extreme Ultraviolet
- Three-day Forecasting of Solar Wind Speed Using SDO/AIA Extreme-ultraviolet Images by a Deep-learning Model
- Pixel-to-pixel translation of solar EUV images for DEMs by Fully-connected Networks
- Improved AI-generated Solar Farside Magnetograms by STEREO and SDO Data Sets and Their Release
- Generation of Solar Coronal White Light Images from SDO/AIA EUV Images by Deep Learning
- Application of Deep Learning to Solar and Space Weather Data
- Kinematic classification of coronal mass ejections in lasco c3 field of view
- Inference of magnetic field during Dalton minimum : Case study with recorded sunspot areas
- Generation of HeI 1083nm Images from SDO AIA Images by Deep Learning
- Kinematic oscillations of post-cme blobs detected by k-cor on 2017 september 10
- Visual Explanation of a Deep Learning Solar Flare Forecast Model and Its Relationship to Physical Parameters
- Reply to : AI-generated magnetograms from only EUV images are not scientifically reliable
- Solar Coronal Magnetic Field Extrapolation from Synchronic Data with AI-generated Farside
- Accelerating and Supersonic Density Fluctuations in Coronal Hole Plumes : Signature of Nascent Solar Winds
- Generation of High-resolution Solar Pseudo-magnetograms from Ca II K Images by Deep Learning
- De-noising SDO/HMI Solar Magnetograms by Image Translation Method Based on Deep Learning
- Generation of solar UV and EUV images from SDO/HMI magnetograms by deep learning
- Application of the Deep Convolutional Neural Network to the Forecast of Solar Flare Occurrence Using Full-disk Solar Magnetograms
- Two-dimensional solar wind speeds from 6 to 26 solar radii in solar cycle 24 by using Fourier filtering
- Dependence of the Peak Fluxes of Solar Energetic Particles on CME 3D Parameters from STEREO and SOHO
- Development of a Full Ice-cream Cone Model for Halo Coronal Mass Ejections
- Comparison between 2D and 3D Parameters of 306 Front-side Halo CMEs from 2009 to 2013
Honors
I have actively participated in various competitions, such as research contests and artificial intelligence competitions, and achieved excellent results.
Projects
I have experience serving as a principal investigator for 2 national research and development projects, as well as participating as a research member in numerous projects.