个人简介:周庆华,教授,博士生导师。担任中国空间科学学会理事,湖南省电子信息类专业教学指导委员会委员,湖南省电子学会常务理事、湖南省人工智能学会教育工委常务理事。1999年于北京科技大学获学士学位,2009年于湖南大学获硕士学位,2013年于中国科学院大学获博士学位。长期从事电子信息技术及人工智能理论与应用领域的研究。主持国家自然科学基金项目3项,承担国家自然科学基金重点项目2项、国家科技支撑计划课题2项。研究成果获湖南省自然科学一等奖1项。发表SCI收录论文40余篇,出版学术专著1部。近年来指导研究生获省部级以上学科竞赛奖励7项,获评中国研究生电子设计竞赛华中赛区优秀指导教师、全国大学生集成电路创新创业大赛优秀指导教师。
联系方式:zhouqinghua@csust.edu.cn
主要研究领域:人工智能及其应用、空间电磁场电磁波建模。
主要学术论文:
Zhou Qinghua, et al. Global occurrence of higher-bands ECH waves in radiation belts based on a novel noise reduction algorithm (NORA). Geophysical Research Letters, 50, e2022GL101889, 2023.
Yong Xin Zhao, Qing Hua Zhou, Cylindrical label defect detection based on machine vision, Proc. SPIE 12916, Third International Conference on Signal Image Processing and Communication (ICSIPC 2023), 129161R, 2023.
Deng, Z., Xiao, F., Zhou, Q., et al. Direct evidence for auroral kilometric radiation propagation into radiation belts based on Arase spacecraft and Van Allen Probe B. Geophysical Research Letters, 49, e2022GL100860, 2022.
Zhou Qinghua, et al., A machine-learning-based electron density (MLED) model in the inner magnetosphere. Earth Planet. Phys., 6(4), 350–358, 2022.
王巍、周庆华,基于改进 Faster RCNN 的算式检测与定位, 智能计算机与应用,2022.
陈云翔、王巍、宁娟、陈怡丹、赵永新、周庆华,SWGAN-GP:改进梯度惩罚生成对抗网络,计算机与现代化,2022.
吴彪、周庆华、曾小为,基于Mask-RCNN 的纸质医药包装钢印字符识别,计算机与现代化,2022.
Zhou Qinghua, et al., Correlated Observation on Global Distributions of Magnetosonic Waves and Proton Rings in the Radiation Belts. Journal of Geophysical Research: Space Physics, 126, e2020JA028354, 2021.
Liu, Wanqing; Zhou, Qinghua; Zeng, Xiaowei, Deep Learning Based Heat Sealing Quality Inspection, 9th International Symposium on Next Generation Electronics (ISNE), 2021.
郭兆明、周庆华、曾小为,基于双目视觉的缺陷药片检测,计算机与现代化,2021.
Zhou Qinghua, et al. Excitation of highly oblique lower band and upper band chorus by a loss cone feature and temperature anisotropy distribution. Geophys. Res. Lett., 46:1929-1936, 2019.
王乐,周庆华,王磊,蒋华胜,林思宇,改进卷积神经网络算法用于机械零件实时识别与定位,智能计算机与应用,2019.
Zhou Qinghua, et al., Generation of lower and upper bands of electrostatic electron cyclotron harmonic waves in the Van Allen radiation belts, Geophys. Res. Lett., 44, 5251–5258, 2017.
Zhou Qinghua, et al., Evolution of chorus emissions into plasmaspheric hiss observed by Van Allen Probes,Journal of Geophysical Research - A: Space Physics, 121, 4518–4529, 2016.
Zhou Qinghua, et al., Excitation of nightside magnetosonic waves observed by Van Allen Probes,Journal of Geophysical Research - A: Space Physics, 119(11), 9125-9133, 2014.
Zhou Qinghua, et al., A ray tracing study of electromagnetic ion cyclotron waves associated with bi-ion frequencies. Plasma Sci. Technol., 16(6), 577-581, 2014.
Zhou Qinghua, et al., Observation and modeling of magnetospheric cold electron heating by electromagnetic ion cyclotron waves, J. Geophys. Res., 118, 6907–6914, 2013.
Zhou Qinghua, et al., Excitation of electromagnetic ion cyclotron waves under different geomagnetic activities: THEMIS observation and modeling, J. Geophys. Res., 118, 340–349, 2013.
Zhou Qinghua, et al., Instability and propagation of EMIC waves in the magnetosphere by a kappa distribution, J. Geophys. Res., 117, A06,203, 2012.
Zhou Qinghua, et al., A three-dimensional ray tracing study on whistler-mode chorus during geomagnetic activities, Plasma Sci. Technol., 13(4), 440–445, 2011.
Zhou Qinghua, et al., Path-integrated gain of whistler-mode chorus in the magnetosphere by a kappa distribution, Plasma Phys. Control. Fusion, 53, 065,003, 2011.
Zhou Qinghua, et al., Propagation characteristics of whistler-mode chorus during geomagnetic activities, Chin. Phys. Lett., 27, 055,204, 2010.
Zhou Qinghua, et al., Whistler-Mode Waves Growth by a Generalized Relativistic Kappa-Type Distribution, Chin. Phys. Lett., 26, 025201, 2009.