姓名：郭晓向
职称/职务：直聘副研究员 硕士生导师
研究领域：数据科学/材料数学/人工智能/机器学习
招生信息：统计与大数据分析
邮箱：guoxiaoxiang0379@zzu.edu.cn
个人主页：https://www.researchgate.net/profile/Xiaoxiang-Guo
教育经历：
2017.09-2021.07 郑州大学 应用数学 博士研究生
2019.10-2020.11 美国爱荷华大学 联合培养博士生
2014.09-2017.07 郑州大学 应用数学 硕士研究生
科研项目：
[1] 2022年度“中原英才计划（育才系列）”-中原青年拔尖人才（中原青年博士后创新人才），主持.
[2] 中国博士后基金第71批面上项目（No. 2022M712902 ），高熵合金的“基因编码”与“功能表达”, 主持.
[3] 河南省自然科学基金青年项目（No. 232300421345），基于数据驱动的高熵合金微观结构与宏观性能研究，主持.
[4] 国家自然科学基金（No. 52071298）：基于机器学习的非晶合金微观结构研究，参与
科研成果:
[1] Guo XX, Han WM, Ren JL*, Design of a prediction system based on the dynamical feed-forward neural network. SCIENCE CHINA Information Sciences, 2023, 66, 112102. 中科院二区, IF: 7.275
[2] Li B, Fang HY*, Yang KJ, Zhang XJ, Du XM, Wang NN, Guo XX*, Impact of erosion voids and internal corrosion on concrete pipes under traffic loads. Tunnelling and Underground Space Technology, 2022, 130: 104761. 中科院一区top, IF: 6.407
[3] Guo XX, Xiong NN, Wang HY, Ren JL*, Design and analysis of a prediction system about influenza-like illness from the latent temporal and spatial information. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(1): 66-77. 中科院一区top, IF:11.471
[4] Yu LP, Guo XX, Wang G, Sun BA, Han DX, Chen C, Ren JL*, Wang WH*, Extracting governing system for the plastic deformation of metallic glasses using machine learning. Science China Physics, Mechanics & Astronomy, 2022, 65, 264611. 中科院一区top, IF:5.203
[5] Wei GY, Cui JZ, Wang W, Guo XX, Ren JL*, Wang WH*. Short-to-medium range structure and glass-forming ability in metallic glasses. Physical Review Materials, 2022, 6, 055601. 中科院二区, IF: 3.980
[6] Guo XX, Sun YT, Ren JL*, Low dimensional mid-term chaotic time series prediction by delay parameterized method. Information Sciences, 2020, 516: 1–19. 中科院一区top, IF:6.795
[7] Li B†, Guo XX†, Fang HY*, Ren JL*, Yang KJ, Wang F, Tan PL，Prediction equation for maximum stress of concrete drainage pipelines subjected to various damages and complex service conditions. Construction and Building Materials, 2020, 264: 120238. 中科院一区top, IF:6.141
[8] Yu LP, Han DX, Ren JL*, Guo XX, Guan SK, Wang G*, Correlation between jerky flow and jerky dynamics in a nanoscratch on a metallic-glass film. Science China Physics, Mechanics & Astronomy, 2020, 63: 277011. 中科院一区top, IF: 5.122
[9] Zhang BB, Liaw PK, Brechtl J, Ren JL, Guo XX, Zhang Y*, Effects of Cu and Zn on microstructures and mechanical behavior of the medium-entropy aluminum alloy. Journal of Alloys and Compounds, 2020, 820: 153092. 中科院二区top, IF:5.316
[10] Liu JP†, Guo XX†, Lin QY†, He ZB†, An XH, Li LF, Peter K. Liaw, Liao XZ, Yu LP, Lin JP, Xie L, Ren JL*, Zhang Y*, Excellent ductility and serration feature of metastable CoCrFeNi high-entropy alloy at extremely low temperatures. Science China-Materials, 2019, 62(6): 853-863. 中科院一区top, IF: 6.098
[11] Guo XX, Xie X, Ren JL*, Laktionova M, Tabachnikova E, Yu L, Cheung WS, Dahmen KA, and Liaw PK*, Plastic dynamic of the Al0.5CoCrCuFeNi high entropy alloy at cryogenic temperatures: Jerky flow, stair-like fluctuation, scaling behavior, and non-chaotic state. Applied Physics Letters, 2017, 111: 251905. 中科院二区top, IF: 3.495
论著：
任景莉，郭晓向. 数据驱动下的系统动力学研究. 北京：科学出版设，2023.2
软著：
基于智能化算法的低维中程混沌时间序列动力学演化预测模型软件 2021-10-14
