简介
| 庞少鹏 工学博士、副教授、硕士生导师 2018年毕业于北京航空航天大学，获博士学位。2018年在齐鲁工业大学电气工程与自动化学院工作。现任智能控制与仿真算法研究所副所长。 联系方式： pang_shao_peng@163.com |
研究领域
复杂系统控制；神经网络；大数据分析
主讲课程
《MATLAB及电力系统仿真》
学术兼职
论文、著作(*表示通讯作者)
[1] Jia-hao Li, Shao-peng Pang*, Fang-zhou Xu, Peng Ji, Shu-wang Zhou, Ming-lei Shu*. Two-dimensional ECG-based cardiac arrhythmia classification using DSE-ResNet. Scientific Reports, 2022, 12(1): 1-13. [SCI收录, IF: 4.1]
[2] Fang-zhou Xu*, Xiao-yan Xu, Ya-nan Sun, Jin-cheng Li, Ge-ge Dong, Yuan-dong Wang, Han Li, Lei Wang, Ying-chun Zhang, Shao-peng Pang*, SenYin*. A framework for motor imagery with LSTM neural network. Computer methods and programs in biomedicine, 2022, 218: 106692. [SCI收录, IF: 4.1]
[3] Chuan-zhe Zhang, Shao-peng Pang*, Hao Yu, Guo-zheng Han. A fund-stock network projection model. Physica A: Statistical Mechanics and its Applications, 2021, 566: 125630. [SCI收录, IF: 2.8]
[4] Shu-lin Liu, Shao-peng Pang*. Effect of Degree Correlation on Edge Controllability of Real Networks. Chinese Physics B, 2020, 29(10): 100202. [SCI收录, IF: 1.4]
[5] Chao Li, Shao-peng Pang*. The Role of Individual Edges in Edge Controllability of Complex Networks. IEEE Access, 2020, 8: 63559-63566. [SCI收录, IF: 3.7]
[6] Shao-peng Pang*, Wen-xu Wang, Fei Hao. Controllability limit of edge dynamics in complex networks. Physical Review E, 2019, 100(2): 022318. [SCI收录, IF: 2.3]
[7] Shao-peng Pang*, Chao Li, Cong Fang, Guo-zheng Han. Controlling edge dynamics in multilayer networks. Physica A: Statistical Mechanics and its Applications, 2019, 528: 121273. [SCI收录, IF: 2.8]
[8] Shao-peng Pang, Fei Hao*. Effect of interaction strength on robustness of controlling edge dynamics in complex networks. Physica A: Statistical Mechanics and its Applications, 2018, 497: 246-257. [SCI收录, IF: 2.8]
[9] Shao-peng Pang, Fei Hao*. Target control of edge dynamics in complex networks. Physica A: Statistical Mechanics and its Applications, 2018, 512: 14-26. [SCI收录, IF: 2.8]
[10] Shao-peng Pang, Fei Hao*, Wen-xu Wang*, Ying-cheng Lai. Universal framework for edge controllability of complex networks. Scientific Reports, 2017, 7(1): 4224. [SCI收录, IF: 4.1]
[11] Shao-peng Pang, Fei Hao*. Optimizing Controllability of Edge Dynamics in Complex Networks by Perturbing Network Structure. Physica A Statistical Mechanics & Its Applications, 2017, 470: 217-227. [SCI收录, IF: 2.8]
[12] Shao-peng Pang, Fei Hao*. Controllable subspace of edge dynamics in complex networks. Physica A Statistical Mechanics & Its Applications, 2017, 481: 209-223. [SCI收录, IF: 2.8]
[13] Shao-peng Pang*, Fei Hao*, Wen-xu Wang*. Robustness of controlling edge dynamics in complex networks against node failure. Physical review E, 2016, 94(5): 052310. [SCI收录, IF: 2.3]
[14] Shi-ming Chen, Shao-peng Pang*, Xiao-qun Zou. An LCOR model for suppressing cascading failure in weighted complex networks. Chinese Physics B, 2013, 22(5): 058901. [SCI收录, IF: 1.4]
科研项目
[1] 国家自然科学基金青年基金项目，61903208，时序网络边动态系统的可控性研究，2020/01-2022/12，23万元，在研，项目负责人。
[2] 齐鲁工业大学（山东省科学院）青年博士合作基金项目，2019BSHZ0014，基于图卷积神经网络的心电图识别方法研究，2020/01-2021/12，9.6万元，结题，项目负责人。
[3] 2021年山东省科技型中小企业创新能力提升工程项目，太阳能聚光光伏透镜自动化生产线项目，2021/12-2023/12，50万元，在研，第二承担单位负责人。
[4] 菲涅尔透镜自动化生产线项目，2022/01-2023/12，20万元，在研，项目负责人。
[5] 2022年度齐鲁工业大学（山东省科学院）科教产融合试点培优基金，2022/01-2023/12，30万元，在研，项目负责人。
获奖
[1] 2018年北京市优秀博士研究生毕业生
[2] 2022年常州市“龙城英才计划”（创业类）
