Professional:Associate professor
Department:Petrology & Mineralogy Teaching and Research Office
Direction:Mineralogy; High temperature and high pressure experimental petrology; Big Data and Machine Learning
Email:lixiaoyan@nwu.edu.cn
Work Experience: span>
2020/08 - Up to now,; Associate Professor, Department of Geology, Northwestern University span>
2018/07 - 2020/08, Northwest University, Department of Geology, Lecturer span>
2016/10 - 2018/07, Hannover University, Department of Mineralogy, Postdoctoral Fellow
Educational experience: span>
2008/10 - 2013/12, PhD student at the School of Earth and Environmental Sciences, University of Freiburg, Germany, with a doctoral degree span>
2005/09 - 2008/09, China University of Geosciences (Wuhan), School of Earth Sciences, integrated master's and doctoral programs span>
2001/09 - 2005/06, China University of Geosciences (Wuhan), School of Earth Sciences, Bachelor's degree
First author's paper: span>
, Zhang Chao * (2023) The application of big data and machine learning in mineralogical research Mineral Rock Geochemistry Bulletin em>, 42, DOI: 10.19658/j.issn.1007-2802.2023.42.031
, Zhang C*. (2022) Machine Learning Thermobarometry for Biotite-Bearing Magmas. , 127, e2022JB024137. https://doi.org/10.1029/2022JB024137
, Zhang C, Behrens H, Holtz F. (2022) On the improvement of calculating biotite formula from EPMA data: Reexamination of the methods of Dymek (1983), Yavuz and Ö ztas (1997), Li et al. (2020) and reply to the discussion of Baidya and Das. , 106403. https://doi.org/10.1016/j.lithos.2021.106403
, Zhang C, Almeev RR, Holtz F. (2020) GeoBalance: An Excel VBA program for mass balance calculation in geosciences. , 80 (2): 125629. https://doi.org/10.1016/j.chemer.2020.125629
, , Wang L, Behrens H, Holtz F. (2020) Experiments on the saturation of fluorite in magmatic systems: Implications for maximum F concentration and fluorine-cation bonding in silicate melt. , 31 (3): 456-467. https://doi.org/10.1007/s12583-020-1305-y
, , Behrens H, Holtz F. (2020) Calculating amphibole formula from electron microprobe analysis data using a machine learning method based on principal components regression. , 362-363: 105469. https://doi.org/10.1016/j.lithos.2020.105469
, Zhang C, Behrens H, Holtz F. (2020) Calculating biotite formula from electron microprobe analysis data using a machine learning method based on principal components regression. , 356-357: 105371. https://doi.org/10.1016/j.lithos.2020.105371
, Zhang C, Almeev RR, Zhang X-C, Zhao X-F, Wang L-X, (2019) Electron probe microanalysis of Fe2+/ΣFe ratios in calcic and sodic-calcic amphibole and biotite using the flank method. , 509: 152-162. https://doi.org/10.1016/j.chemgeo.2019.01.009
, Zhang C, Behrens H, Holtz F. (2018) Fluorine partitioning between titanite and silicate melt and its dependence on melt composition: experiments at 50-200 MPa and 875-925 ° C. , 30 (1): 33-44. https://doi.org/10.1127/ejm/2017/0029-2689
, Chen Nengsong, Xia Xiaoping, Sun Min, Xu Ping, Wang Qinyan, Wang Xinyu (2007) Zircon U-Pb and Lu Hf Isotope Study of Mohe Granite: Age of Paleoproterozoic Magmatism and Crustal Evolution Constraints in the Longbrooke Microcontinent of Northern Europe , 23(2): 513-522.
Collaborative paper: span>
Li XEarth and Planetary Science LettersCheng L, , , Almeev RR, Yang X, Holtz F. (2019) Improvement of Electron Probe Microanalysis of Boron Concentration in Silicate Glasses. . 25(4): 874-882.
Li X.Journal of PetrologyStober I, Teiber H, , Jendryszczyk N, Bucher K. (2017) Chemical composition of surface- and groundwater in fast-weathering silicate rocks in the Seiland Igneous Province, North Norway. , 97 (1): 63-93.
Li XContributions to Mineralogy and PetrologyChen Nengsong,Zhang Kexin, Wang Guocan, Zhu Yunhai, Hou Guangjiu, and Baiyongshan The rock assemblage characteristics and zircon Pb Pb dating of the Baishahe Formation in the southern part of Xiangride, East Kunlun Mountains (2006) . 25(6):1-7.
Li Xiaoyan span> Geological Bulletin<; span style=" font-family:" font-size:10px; " >. 25(11):1311-1314.
Host National Natural Science Foundation of China Youth Project "Experimental petrological study on the distribution of niobium tantalum between muscovite and granite melts" (2020-2022)