个人简历
邓琪敏,湖北武汉人,特任副教授,2020年博士毕业于北京大学,期间于2018年前往德国马普所复杂系统子所交流学习,2020年作为青年优秀人才引进中国地质大学(武汉)工作,2024赴牛津大学访问交流。主要从事时间序列分析、非线性动力学;极端事件、气候变化诊断与预测等方面的研究。目前为止,在Climate Dynamics等国际主流期刊上发表学术论文10余篇.
长期招收对系统科学、人工智能感兴趣的硕士研究生,有意愿者欢迎邮件联系dengqimin@cug.edu.cn。
教育背景
2015-2020,气候学(大气科学),理学博士,北京大学
2011-2015,物理学,理学学士,北京师范大学
主讲课程
气象统计方法(本科三年级,48学时)
python编程与科学计算
指导学生竞赛及科研
美国大学生数学建模竞赛ICM,2023,Honorable Mention
APMCM亚太地区大学生数学建模竞赛,2022,三等奖
MathorCup高校数学建模挑战赛——大数据竞赛, 2021,三等奖
大学生创新训练项目(2023-2024),基于排放数据,污染控制政策及公众感知的华中地区CO2及PM2.5协同减排效应研究,(省级,5000元)
大学生创新训练项目(2024-2025),气象AI大模型在站点气象要素预测的迁移方法研究,(省级,5000元)
已发表学术论文
11. Lu Peirong, Deng Qimin*, Zhao Shuyun, Wang Yongguang, Wang Wuke. Deep Learning for Seasonal Prediction of Summer Precipitation Levels in Eastern China[J], Earth and Space Science, 2023, 10 (11), e2023EA003129, https://doi.org/10.1029/2023EA003129 (2023年第四季度Wiley中国开放科学高贡献作者奖)
10. Deng Qimin, Wang Yuting, Tan Xin, & Fu Zuntao. The Role of Semiannual Cycle in Modulating Seasonality Changes of Surface Air Temperature over China and its Mechanism[J], Climate Dynamics, 2023,61, 3353–3365 doi:10.1007/s00382-023-06748-0
9. Deng Qimin, and Fu Zuntao. Regional changes of surface air temperature annual cycle in the Northern Hemisphere land areas.[J] International Journal of Climatology, 2022,43(5): 2238-2249, DOI: 10.1002/joc.7972
8. Deng Qimin*, Lu Peirong , Zhao Shuyun, & Yuan Naiminng. U-Net: A deep-learning method for improving summer precipitation forecasts in China [J]. Atmospheric and Oceanic Science Letters, 2023, 16(4), 100322. https://doi.org/10.1016/j.aosl.2022.100322
7. Deng Qimin, and Fu Zuntao. Comparison of methods for extracting annual cycle with changing amplitude in climate series[J]. Climate Dynamics, 2018, 1-12.https://link.springer.com/article/10.1007/s00382-018-4432-8
6. Deng Qimin, Nian Da, Fu Zuntao. The impact of inter-annual variability of annual cycle on long-term persistence of surface air temperature in long historical records [J]. Climate Dynamics, 2018, 50: 1091-1100. https://link.springer.com/article/10.1007/s00382-017-3662-5
5. Deng Qimin, Meyer Phillip, Fu Zuntao, Kantz Holger. Spring onset forecast using harmonic analysis on daily mean temperature in Germany, Environmental Research Letters, 2020, 15, 10, 104069. https://iopscience.iop.org/article/10.1088/1748-9326/abb0b0/meta
4. Huang Yu, Deng Qimin, Fu Zuntao. Could network analysis of horizontal visibility graphs be faithfully used to infer long-term memory properties in real-world time series?[J]. Communications in Nonlinear Science and Numerical Simulation, 2019, 79: 104908. https://www.sciencedirect.com/science/article/pii/S1007570419302291
3. Zhang Zexuan, Yan Yingying, Kong Shaofei, Deng Qimin, Qin Si, et al. Benefits of refined NH3 emission controls on PM2. 5 mitigation in Central China[J]. Science of The Total Environment, 2022, 814, 151957. https://www.sciencedirect.com/science/article/pii/S0048969721070339
2. Sun Yu, Hu Gaoke, Zhang Yongwen, Lu Bo, Lu Zhenghui, Fan Jingfang, Li Xiaoteng, Deng Qimin and Chen Xiaosong. Eigen microstates and their evolutions in complex systems[J]. Communications in Theoretical Physics, 2021, 73(6), 065603. https://iopscience.iop.org/article/10.1088/1572-9494/abf127/meta
1. 念达, 邓琪敏, 付遵涛. 相对湿度及其变化的年循环研究进展[J]. 地球科学进展, 2018, 33(7): 762-774. http://www.adearth.ac.cn/CN/10.11867/j.issn.1001-8166.2018.07.0762
主持/参与的科研项目
湖北省自然科学基金联合基金项目,参与,2024-2027
湖北省自然科学基金面上项目,参与,2024-2026
国家自然科学基金青年项目,主持,2024-2026
湖北省自然科学基金青年项目,主持,2021-2023
中央高校基本科研业务费,主持,2021-2023
科技部国际科技合作项目,参与,2023-2025
国家自然科学基金面上项目,参与,2020-2022
研究方向
[1] 非线性动力学
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