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Zhenping Yi

Name:

Zhenping Yi

Title:

Associate   professor

pEmail:

yizhenping@sdu.edu.cn

Research Interests:

Machine Learning, Stellar spectral analysis

Archievements:

RESEARCH PROJECTS

1.           "Automatic   analysis of M-type spectra for LAMOST", 2017.01-2019.12,   funded by National Science Foundation of China(NO.11603014, PI)

2.           "Spatial   distribution of LAMOST M dwarf velocity and chromosphere activity",   2015.07-2017.07 , funded by Independent Innovation Funding of Shandong   University(PI)

3.           "Automatic   analysis of star spectrum based on Neural Network", 2007.02-2008.02, Funded   by Shandong University (PI)

4.           "The   use of searching for α super abundance young   stars by using LAMOST spectrum and Kepler astroseismology data",2017.01-2019.12,   funded by National Science Foundation of China(NO. 11603012)

5.           "Analysis   and data mining of LAMOST low-quality spectra ", 2015.01-2017.12, funded   by National Science Foundation of China (NO. U1431102)

6.           "The   algorithm research on acquiring physical parameters of stellar atmosphere",   2011.01-2013.12,  funded by National Science Foundation of   China  (NO. 11078013)

7.           "Screening   rare objects and variable candidates with LAMOST data", 2010.1-2012.12, funded   by National Science Foundation of China    (NO. 10973021)

PUBLICATIONS

1.         Wang jing, Yi, Zhen-ping, Yue Li-li, Dong Hui-fen,   Pan Jing chang, Bu Yu-de, Spectral Classification of M-Type Stars Based on   Ensemble Tree Models, Spectroscopy and Spectral Analysis,2019, 39 (07): 2288-2292   (corresponding author)

2.         Zhang,Shuo; Luo,A-Li;   Comte,Georges; Gizis,John E.,Wang,Rui;Li, Yinbi;Qin,Li;Kong,Xiao;Bai,Yu;Yi,Zhenping, M-subdwarf Research. I.   Identification, Modified Classification System, and Sample Construction,APJS,   2019, 240,31

3. Qin   zheyun, Yi, Zhenping, Lu, Yuxiang,   Pan, Jingchang, Bu,Yude, Spectral Recognition of M Giant Based on Deep   Convolutional Neural Network. ICBDR 2018. 2018,150-153. (corresponding author)

4. Yi, Zhen-Ping, Pan, Jing-Chang, Song,   Yi-Han, Luo, A-Li , An anti-noise method for radial   velocity measurement of M-type stars, Spectroscopy   and Spectral Analysis, 2017 , 37 (08): 2594-2597

5. Yi Zhen-Ping,   Luo, A-Li ,Zhao, Jing-Kun, Song, Yi-Han, Pan, Jing-ChangZhao, Yong-Heng, Zhang, Yong, Kinematics   and activity of M dwarfs in LAMOST DR1, Research   in Astronomy and Astrophysics, 2015, 15(6):860-870

6. Yi Zhen-Ping, Luo, A-Li , Yi-Han Song, Jing-Kun Zhao, Zhi-Xin Shi, Peng Wei, Juan-Juan Ren, Feng-Fei   Wang, Xiao Kong, Yin-Bi Li, Peng Du, Wen Hou, Yan-Xin Guo, Shuo Zhang,   Yong-Heng Zhao, Shi-Wei Sun, Jing-Chang Pan, Li-Yun Zhang, Andrew A. West,   Hai-Bo Yuan, M Dwarf Catalog of the LAMOST Pilot Survey, The Astronomical Journal, 2014,147(2):33-44

7. Yi,   Zhen-Ping, Pan, Jing-Chang, Luo, A-Li, The Study   of M Dwarf Spectral Classification, Spectroscopy and Spectral Analysis, 2013,33(8): 2251-2254

8. Yi,   Zhen-Ping, Pan, Jing-Chang, Guo qiang, Jiang bin, Prediction of Stellar Physical   Parameters from Spectra Using Neural Network, Journal of  Computational   Information Systems, 2008, 5(4):1551-1556

9. Yi Zhen-pingPan Jingchang Application of Random Forest to   Stellar Spectral ClassificationCISP2010.

10. An Ran, Pan Jing-chang, Yi Zhen-ping, Wei Peng, The Automatic   Recognition and Detection of Sky-Subtraction Residual Componentin the Stellar   Spectra, Spectroscopy   and Spectral Analysis, 2017,37 (01) : 273-277

11.   Liu Jie, Pang Jing-chang, Wu Ming-lei, Liu Cong, Wei Peng, Yi Zhen-ping, Liu Meng, Research of   Clustering for LAMOST Early M Type Spectra, Spectroscopy and Spectral Analysis,2017,37(12): 3904-3907

12. Wang Guang-pei, Pan Jing-chang, Yi Zhen-ping, Wei Peng, Jiang Bin,   Outlier Data Mining and Analysis of LAMOST Stellar Spectra in Line Index   Feature Space, Spectroscopy and   Spectral Analysis, 2016 ,36 (10): 3364-3368

13. Kang Chao, Pan Jing-chang, Yi Zhen-ping, Wei Peng, Jiang Bin. Research on M Dwarf   Sub-Classification Based on the Measurement of Residual Distribution, Spectroscopy and Spectral Analysis, 2016,36(08): 2279-2283

14. Wang Guangpei , Pan Jing-chang, Yi Zhen-ping, Wei Peng, Jiang Bin.   Research on the Clustering of Massive Stellar Spectra Based on Line Index, Spectroscopy and Spectral Analysis, 2016,36(08):  2646-2650

15. Bai Yu, Luo A-Li, Comte Georges, Zhao Jing-Kun, Yang   Hai-Feng, Guo Yan-Xin, Wang You-Fen, Li  Yin-Bi, Du Bing, Hou Wen, Kong Xiao, Yi Zhen-Ping, Song Yi-Han, Bai Zhong-Rui,   Zhang Jian-Nan, Wang Meng-Xin, Chen  Jian-Jun, Chen Xiao-Yan, Wu Ke-Fei, Zuo Fang,   Wu Yue, Cao Zi-Huang, Hou Yong-Hui, Wang Yue-Fei, Zhang Yong. Nearby M   subdwarfs from LAMOST data release 2, Research   in Astronomy and Astrophysics, 2016,16(7):107

16. Cook, N. J., Pinfield, D. J. ,Marocco, F., Burningham,   B. ,Jones, H. R. A. ,Frith, J., Zhong, J. , Luo, A. L., Qi, Z. X., Cowan, N.   B., Gromadzki, M., Kurtev, R. G., Guo, Y. X., Wang, Y. F., Song, Y. H., Yi, Z. P., Smart, R. L. .   Low-resolution near-infrared spectroscopic signatures of unresolved ultracool   companions to M dwarfs, Monthly Notices   of the Royal Astronomical Society, 2016,467(4):  5001-5021

17. Cook, N. J., Pinfield, D. J., Marocco, F., Burningham,   B., Jones, H. R. A., Frith, J., Zhong, J., Luo, A. L., Qi, Z. X., Lucas, P.   W., Gromadzki, M., Day-Jones, A. C., Kurtev, R. G., Guo, Y. X., Wang, Y. F., Bai,   Y., Yi, Z. P.,   Smart, R. L.,. A method for selecting M dwarfs with an   increased likelihood of unresolved ultracool companionship, Monthly Notices of the Royal Astronomical   Society, 2016.04, 457(2): 2192-2208

18. Guo, Yan-Xin, Yi,   Zhen-Ping, Luo, A-Li, Wang, You-Fen, Bai, Yu, Yang, Hai-Feng, Song,   Yi-Han, Chen, Jian-Jun, Chen, Xiao-Yan, Zuo, Fang, Du, Bing, Zhang, Jian-Nan,   Li, Yin-Bi, Kong, Xiao, Wang, Meng-Xin, Wu, Yue, Wu, Ke-Fei, Zhao, Yong-Heng,   Zhang, Yong, Hou, Yong-Hui, Wang, Yue-Fei, Yang, Ming. M Dwarf Catalog of   LAMOST General Survey Data Release One, Research   in  Astronomy and Astrophysics,   2015.15(8): 1182-1196

19. Wei, Peng, Luo, Ali, Li, Yinbi, Tu, Liangping, Wang,   Fengfei, Zhang, Jiannan, Chen, Xiaoyan, Hou, Wen, Kong, Xiao, Wu, Yue, Zuo,   Fang, Pan, Jingchang, Jiang, Bin, Liu, Jie, Yi, Zhenping, Zhao, Yongheng, Chen, Jianjun, Du, Bing, Guo,   Yanxin, Ren, Juanjuan, Song, Yihan, Wang, Mengxin, Wu, Kefei, Yang, Haifeng, Jin,   Ge . On the Construction of A New Stellar   Classification Template   Library for The LAMOST, The   Astronomical Journal, 2014,147(5):101

20. Wei, Peng, Luo, Ali, Li, Yinbi, Pan, Jingchang, Tu,   Liangping, Jiang, Bin, Kong, Xiao, Shi, Zhixin, Yi, Zhenping, Wang, Fengfe, Liu,   Jie, Zhao, Yongheng . Mining Unusual and Rare   Stellar Spectra from Large Spectroscopic Survey Datasets Using the   Outlier-detection Method, Monthly Notices of the Royal Astronomical   Society, 2013,431(2) :1800-1811.