
男,1988年2月出生。 2006年9月-2010年6月,南京大学 计算机科学与技术系,本科,理学学士学位; 2010年9月-2015年6月,南京大学 天文与空间科学学院,硕博连读,理学博士学位; 2013年9月-2014年9月,新泽西理工(NJIT),大熊湖太阳天文台(BBSO),联合培养; 2015年7月—2019年12月,南京大学 天文与空间科学学院,助理研究员、副研究员;2019年12月—,南京大学 天文与空间科学学院,副教授。2017年获得第四届“亚太太阳物理会议最佳青年科学家论文奖”;2022年获得“第二届南京大学教师教学竞赛二等奖”;2023年获得第四届“江苏省天文学会青年科技奖”;2024年获得国家天文科学数据中心“青年数据科学家”称号。主持完成国家自然科学基金委青年基金、江苏省自然科学基金青年基金项目各一项。现主持国家自然科学基金委面上项目一项,参与国家自然科学基金委国家重大科研仪器研制项目“2.5米大视场高分辨率太阳望远镜”并担任数据中心主任。
《机器学习在天文中的应用》
0_CourseIntroduction 1_ImageProcessing&Applications 2_MachineLearningIntro 3_Regression 4_Error 5_GradientDescent
6_DecisionTree&EnsembleMethod 7_SVM 8_GenerativeModel 9_LogisticRegression 10_NeuralNetIntro 11_NeuralNetTrick
太阳活动的多波段观测研究,图像处理、模式识别和机器学习等人工智能技术在天文研究中的应用。
太阳暗条特征的统计研究及精细结构的观测研究
1. Q. Hao, C. Fang, W. Cao & P. F. Chen, 2015, Statistical Analysis of the Filament Features on the Hα Solar Images from 1988 to 2013 by Computer Automatic Detection Method, Astrophysical Journal Supplement Series, 221, 33
2. Q. Hao, Y. Guo, C. Fang, P. F. Chen & W. Cao, 2016, Can we determine the filament chirality by the filament footpoint location or the barb bearing?, Research in Astronomy and Astrophysics, 16, 1
3. P. Zou, C. Fang, P. F. Chen, K. Yang, Q. Hao & W. Cao, 2016, Material Supply and Magnetic Configuration of an Active Region Filament, The Astrophysical Journal, 831, 123
太阳耀斑(白光耀斑)的多波段观测研究
1. Q. Hao, K. Yang, X. Cheng, Y. Guo, C. Fang, M. D. Ding, P. F. Chen & Z. Li, 2017, A circular white-light flare with impulsive and gradual white-light kernels, Nature Communications, 8, 1, 2202
2. X. Cheng, Q. Hao, M. D. Ding, K. Liu, P. F. Chen, C. Fang & Y. D. Liu, 2015, A Two-ribbon White-light Flare Associated with a Failed Solar Eruption Observed by ONSET, SDO, and IRIS, The Astrophysical Journal, 809, 1
3. Q. Hao, Y. Guo, Y. Dai, M. D. Ding, Z. Li, X. Y. Zhang, & C. Fang, 2012, Understanding the white-light flare on 2012 March 9: evidence of a two-step magnetic reconnection, Astronomy & Astrophysics, 544, L17
4. Z. Zhong, Y. Guo, M. D. Ding, C. Fang & Q. Hao, 2019, Transition from Circular-ribbon to Parallel-ribbon Flares Associated with a Bifurcated Magnetic Flux Rope, The Astrophysical Journal, 871, 105
自动检测、模式识别以及机器学习方法研究太阳活动的应用
1. Q. Hao, P.F. Chen, C. Fang, 2018, Automated Detection Methods for Solar Activities and an Application for Statistic Analysis of Solar Filament. Proceedings of the International Astronomical Union, Volume 13, Symposium S340, 101-107
2. Q. Hao, C. Fang & P. F. Chen, 2013, Developing an Advanced Automated Method for Solar Filament Recognition and Its Scientific Application to a Solar Cycle of MLSO Hα Data, Solar Physics, 286, 385–404
3. Z. Zheng, Q. Hao*, Y. Qiu, J. Hong, C. Li, and M. D. Ding, 2024, Developing an Automated Detection, Tracking, and Analysis Method for Solar Filaments Observed by CHASE via Machine Learning, The Astrophysical Journal, 965, 150
4. T. Zhang, Q. Hao* and P. F. Chen, 2024, Statistical Analyses of Solar Prominences and Active Region Features in 304 Å Filtergrams Detected via Deep Learning, Astrophysical Journal Supplement Series, 272, 5
太阳低层大气小尺度活动的高分辨率观测研究
1. Q. Hao, C. Fang, M. D. Ding, Z. Li & Wenda Cao, 2020, Spectral Diagnostics of Solar Photospheric Bright Points, The Astrophysical Journal, 900, 2
2. C. Fang, Q. Hao, M. D. Ding & Z. Li, 2017, Can the temperature of Ellerman Bombs be more than 10 000 K?, Research in Astronomy and Astrophysics 17, 031
太阳观测仪器设备研制
1. 方成; 顾伯忠; 袁祥岩; 丁明德; 陈鹏飞; 戴子高; 李向东; 施勇; 谢基伟; 白金明; 屈中权; 郝奇; 郭洋; 程鑫; 李臻; 2.5 m大视场高分辨率望远镜, 中国科学:物理学 力学 天文学, 2019, (05):20-34.
2. Li, Chuan; Fang, Cheng; Li, Zhen; Ding, Ming-De; Chen, Peng-Fei; Chen, Zhe; Lin, Liang-Kui; Chen, Chang-Zheng; Chen, Chang-Ya; Tao, Hong-Jiang; You, Wei; Hao, Qi; Dai, Yu; Cheng, Xin; Guo, Yang; Hong, Jie; An Min-Jie; Cheng, Wei-Qiang; Chen, Jian-Xin; Wang, Wei; Zhang, Wei, 2019, Chinese Hα Solar Explorer (CHASE) - a complementary space mission to the ASO-S, Research in Astronomy and Astrophysics, 19, 165
3. Qiu, Ye; Rao, ShiHao; Li, Chuan; Fang, Cheng; Ding, MingDe; Li, Zhen; Ni, YiWei; Wang, WenBo; Hong, Jie; Hao, Qi; Dai, Yu; Chen, PengFei; Wan, XiaoSheng; Xu, Zhi; You, Wei; Yuan, Yuan; Tao, HongJiang; Li, XianSheng; He, YuKun; Liu, Qiang, 2022, Calibration procedures for the CHASE/HIS science data, Science China Physics, Mechanics, and Astronomy, 65, 289603
其他相关太阳活动的研究
1. Y. Guo, R. Erdelyi, A. K. Srivastava, Q. Hao, X. Cheng, P. F. Chen, M. D. Ding & B.N. Dwivedi, 2015, MHD Seismology of a Coronal Loop System by the First Two Modes of Standing Kink Waves, The Astrophysical Journal, 799, 151
2. Hong, J., Li, Y., Ding, M. D., Hao, Q., 2021, Revisiting the Spectral Features of Ellerman Bombs and UV Bursts. I. Radiative Hydrodynamic Simulations, ApJ, 921, 50
3. Hong, J., Qiu, Y., Hao, Q. et al, 2022, Statistical analysis of the Si i 6560.58 Å line observed by CHASE, A&A, 668, A9
4. Shihao Rao, Chuan Li*, Mingde Ding*, Jie Hong, Feng Chen, Cheng Fang, Ye Qiu, Zhen Li, Pengfei Chen, Kejun Li, Qi Hao, Yang Guo, Xin Cheng, Yu Dai, Zhixin Peng, Wei You & Yuan Yuan, 2024, Height-dependent differential rotation of the solar atmosphere detected by CHASE, Nature Astronomy, 8, 1102–1109