教师名录
近五年主要科研成果:
一、学术论文:
近5年主要开展人工智能(AI)与太阳物理及空间天气的交叉学科研究,完成了基金委重大项目、科技部重点研发和气象局军民融合等重大国家任务中的数值化太阳活动预报建设任务,发表期刊论文50余篇(第1及通讯作者15篇,包括TOP期刊(ApJ&ApJS,TIP,TCSVT)11篇、Nature子刊1篇);出版英文专著1部;获得美国发明专利授权1项、中国专利2项。
(1) Zhao, Dong; Xu, Long; Ma, Lin; Li, Jia; Yan, Yihua ; Pyramid Global Context Network for Image Dehazing, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 31(8): 3037-3050 (期刊论文) ( 本人标注: 唯一通讯作者 )
(2) Xuexin Yue; Long Xu; Jia Li; Xiangyang Ji ; MagConv: Mask-guided convolution for image inpainting, IEEE Transactions on Image Processing, 2023, 32: 4716-4727 (期刊论文) ( 本人标 注: 唯一通讯作者 )
(3) Zhongrui Zhao; Long Xu; Xiaoshuai Zhu; Xinze Zhang; Sixuan Liu; Xin Huang; Zhixiang Ren; Yonghong Tian ; A Large-Scale Dataset of Three-Dimensional Solar Magnetic Fields Extrapolated by Nonlinear Force-Free Method, Nature Scientific Data, 2023, 10(1): 1-15 (期刊论文) ( 本人标 注: 共同通讯作者 )
(4) Zhong, Yufeng; Zhao, Dong; Huang, Xin; Xu, Long ; CME Arrival Time Prediction via Fusion of Physical Parameters and Image Features, ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2024,
271(1) (期刊论文) ( 本人标注: 唯一通讯作者 )
(5) Zhang, Xinze; Xu, Long; Li, Zihan; Huang, Xin ; Causal Attention Deep-learning Model for Solar Flare Forecasting, ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2024, 274(2) (期刊论文) ( 本人标注: 唯一通讯作者 )
(6) Fengping Dou; Long Xu; Dong Zhao; Zhixiang Ren ; A Multibranch Deep Neural Network for the Superresolution of Solar Magnetograms, The Astrophysical Journal Supplement Series, 2024, 271(1): 9 (期刊论文) ( 本人标注: 唯一通讯作者 )
(7) Fei Gao; Tie Liu; WenQing Sun; Long Xu ; Generating Space-based SDO/HMI-like Solar Magnetograms from Ground-based Hα Images by Deep Learning, The Astrophysical Journal Supplement Series, 2023, 266(2): 19-26 (期刊论文) ( 本人标注: 唯一通讯作者 )
(8) Wenqing Sun; Long Xu; et.al. ; A Dynamic Deep Learning Model for Generating Magnetogram Sequence from SDO/AIA EUV Image Sequence, The Astrophysical Journal Supplement Series, 2022, 262(45) ( 本人标注: 唯一通讯作者 )
二、项目课题:
基于智能感知的国产8K超高清编码系统研究及应用,2025C01035,1800,2025-012026-12,浙江省科技厅,“尖兵领雁+X”科技计划
三、获奖情况: