教师名录
近五年主要科研成果:
一、学术论文:
[1] A Dynamic Deep-learning Model for Generating a Magnetogram Sequence from an SDO/AIA EUV Image Sequence}. The Astrophysical Journal Supplement Series 262 (2), 45 [中科院一区][Impact:9.20, TOP][第一作者]
[2] Solar Active Region Magnetograms Generation by Attention Generative Adversarial Networks}. Research in Astronomy and Astrophysics. [中科院二区][第一作者]
[3] Solar image deconvolution by generative adversarial network}. Research in Astronomy and Astrophysics 20 (11), 170. [中科院二区][导师第一作者,本人第二作者]
[4] Image Desaturation for SDO/AIA Using Mixed Convolution Network}. Research in Astronomy and Astrophysics 22 (6), 065009
[5] Forecasting of ionospheric vertical total electron content (TEC) using LSTM networks}. 2017 international conference on machine learning and cybernetics (ICMLC)[第一作者](被引数量:63)
[6] Bidirectional LSTM for ionospheric vertical Total Electron Content (TEC) forecasting}. 2017 IEEE Visual Communications and Image Processing (VCIP)[第一作者]被引数量:16)
[7] Learning solar flare forecasting model from magnetograms}. 2017 IEEE Visual Communications and Image Processing (VCIP)
二、项目课题:
三、获奖情况: