制服诱惑

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教师名录

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姓名:孙文青      职称: 讲师
联系方式: [email protected]
研究方向: 人工智能及其在太阳物理、空间天气预报中的应用;高维数据分析

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: