庞少鹏

发布者:纪鹏发布时间:2019-12-28浏览次数:11033

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年在必赢国际电子游戏网站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,2020/01-2022/1223万元,在研,项目负责人。

[2] 必赢国际电子游戏网站(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,2020/01-2021/129.6万元,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,2021/12-2023/1250万元,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,2022/01-2023/1220万元,在研,项目负责人。

[5] 2022年度必赢国际电子游戏网站(山东省科学院)科教产融合试点培优基金2022/01-2023/1230万元,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常州市“龙城英才计划”(创业类)