許娜，博士，中國礦業大學（北京），教授，博士生導師。
基本介紹
- 中文名：許娜
- 畢業院校：中國礦業大學（北京）
- 學位/學歷：博士
- 性別：女
- 職稱：教授
人物經歷,研究方向,代表性科研項目,代表性論著,
人物經歷
博士畢業於中國礦業大學（北京）獲地球探測與信息技術專業博士學位。在Environmental Science & Technology、Fuel、International Journal of Coal Geology、Applied Geochemistry、Multimedia Tools and Applications、ACS Omega、SORT、Minerals、Journal of Web Engineering、《煤炭學報》等國內外期刊和國際會議上發表論文40餘篇。主持國家自然科學基金項目3項，科技部重點研發計畫課題專題2項。出版專著1部，專利4項，軟體著作權1項，參編教材4部。
研究方向
1. 計算機與地球科學交叉研究
2. 大數據、人工智慧與地球科學交叉研究
代表性科研項目
1. 國家自然基金青年項目，供應鏈信息系統的網路拓撲結構模型及其理論研究，主持
2. 國家自然基金面上項目，雲計算中空間數據服務組合模型及其服務質量的研究，主持
3. 國家自然基金面上項目，基於大數據驅動的煤中元素來源及其賦存狀態研究，主持
4. 國家重點研發計畫，基於大數據驅動的煤系戰略性金屬礦產智慧型綜合模型，子課題專題負責人
代表性論著
1. Xu Na, et al. Toward the threshold of radiation hazards of U in Chinese coal through the CART algorithm, Environmental Science & Technology, 2022, 56(3): 1864-1874. (SCI)
2. Xu Na, et al. What do coal geochemistry statistics really mean?, Fuel, 2020, 267: 117084. (SCI)
3. Xu Na, et al. Coal elemental (compositional) data analysis with hierarchical clustering algorithms, International Journal of Coal Geology, 2022, 249: 103892. (SCI)
4. Xu Na, et al. Prediction of higher heating value of coal based on gradient boosting regression tree model, International Journal of Coal Geology, 2023: 104293. (SCI)
5. Xu Na, et al. Modes of occurrence of elements in high-germanium coals using correlation analysis algorithm, Applied Geochemistry, 2023, 152: 105647. (SCI)
6. Xu Na, et al. Crack-Att Net: crack detection based on improved U-Net with parallel attention, Multimedia Tools and Applications, 2023: 1-20. (SCI)
7. Xu Na, et al. Average linkage hierarchical clustering algorithm for determining the relationships between elements in coal, ACS omega, 2021, 6(9): 6206-6217. (SCI)
8. Xu Na, et al. Towards consistent interpretations of coal geochemistry data on whole-coal versus ash bases through machine learning, Minerals, 2020, 10(4): 328. (SCI)
9. Xu Na, et al. Interpretation of coal compositional data on whole-coal versus ash bases through the Weighted Symmetric Pivot Coordinates method, Statistics and Operations Research Transactions, 2023. (SCI)
10. Xu Na, et al. Threshold value determination using machine learning algorithms for Ba interference with Eu in coal and coal combustion products by ICP-MS, Minerals, 2019, 9(5): 259. (SCI)
11. Xu Na, et al. Verifying soundness of geodata web service composition based on Petri nets, Journal of Web Engineering, 2017: 145-160. (SCI)
