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张振

副教授

0755-88018753 zhangz@sustech.edu.cn http://faculty.sustech.edu.cn/zhangz/

简历
科研
教学
发表论著

张振博士现任南方科技大学数学系长聘副教授。他本科毕业于中国科学技术大学数学系，之后进入香港科技大学学习并于2013年获得应用数学博士学位，师从王筱平教授。他于2013年至2015年在新加坡国立大学从事计算数学的博士后研究，并在2015年加入了南方科技大学数学系。
他主要从事应用数学和交叉科学领域的研究，致力于计算流体力学的应用建模分析和高维机器学习理论。张振博士目前在流体力学、科学计算和机器学习等相关领域发表高质量学术论文20余篇，其中包括M3AS、JFM、JCP、CMAME、PR、JASA等顶级期刊。他曾主持多项省部级基金项目，包括国自然面上项目、广东省自然面上、天元-琶洲实验室数学-医学联合基金等，是科技部重点专项的课题负责人。他曾入选2017年中组部“青年千人计划”及深圳市海外高层次人才“孔雀计划”B类，获2015年香港数学学会最佳博士论文奖。

研究领域：

• 微分方程数值解
• 多相复杂流体接触线、多尺度建模和计算
• 相场建模和计算
• 高维机器学习

工作经历：

◆ 2015年至现在，南方科技大学，历任助理教授、长聘副教授

◆ 2013年至2015年，新加坡国立大学，博士后

学习经历：

◆ 2013年，获香港科技大学应用数学哲学博士学位

◆ 2009年，获香港科技大学应用数学哲学硕士学位

◆ 2007年，获中国科学技术大学数学与应用数学理学学士学位

所获荣誉：

◆ 2017年国家青年特聘专家

◆ 2017年深圳海外高层次人才“孔雀计划”B类

◆ 2015年香港数学学会最佳博士论文奖

代表文章：

◆ Zhen Zhang; Shixin Xu; Weiqing Ren*; Derivation of a Continuum Model and the Energy Law for Moving Contact Lines with Insoluble Surfactants, Physics of Fluids, 2014, 26: 062103.

◆ Jianhua Guo; Jianchang Hu; Bingyi Jing; and Zhen Zhang; Spline-Lasso in High-Dimensional Linear Regression, Journal of the American Statistical Association, 2016, 111(53): 288-297.

◆ Zhen Zhang; Weiqing Ren*; Distinguished limits of the Navier slip model for moving contact lines in Stokes flow, SIAM Journal on Applied Mathematics, 2019, 79(5): 1654-1674.

◆ Zhen Zhang; Shengzheng Wang; Wei Bian*; Sign Consistency for the Linear Programming Discriminant Rule, Pattern Recognition, 2020, 100: 107083.

◆ Quan Zhao; Weiqing Ren; Zhen Zhang*; A Thermodynamically Consistent Model and Its Conservative Numerical Approximation for Moving Contact Lines with Soluble Surfactants, Computer Methods in Applied Mechanics and Engineering, 2021, 385: 1140.

◆ Shuqing Chai; Zhen Zhang*; Zhiwen Zhang; A second order accuracy preserving method for moving contact lines with Stokes flow, Journal of Computational Physics, 2021, 445: 110607.

◆ Zhen Zhang; Xianmin Xu*; Effective boundary conditions for dynamic contact angle hysteresis on chemically inhomogeneous surfaces, Journal of Fluid Mechanics, 2022, 935:A34.

◆ Zhen Zhang; Tiezheng Qian*; Variational approach to droplet transport via bendotaxis: Thin film dynamics and model reduction, Physical Review Fluids, 2022, 7:044002.

◆ Chenxi Wang; Alina Chertock; Shumo Cui; Alexander Kurganov*; Zhen Zhang; A diffuse-domain based numerical method for a chemotaxis-fluid model, Mathematical Models and Methods in Applied Sciences, 2023, 33(02):341-375.

◆ Jin Yao; Zhen Zhang; Weiqing Ren*; Modelling moving contact lines on inextensible elastic sheets in two dimensions, Journal of Fluid Mechanics, 2023, 955:A25.

• 科技部国家重点研发计划，脑动态影像构建和分析中的关键数学问题及其应用（2023YFA1011400），1110万元，2024/01-2028/12，课题三负责人“面向磁共振参数定量成像的物理驱动深度学习研究”，在研。
• 国家自然科学基金委员会，数学天元基金-琶洲实验室，12126602，心梗后心脑血管事件的早期预警及诊疗的数学建模与方法，2022/01至2023/12，200万，在研，联合负责人。
• 广东省自然科学基金面上项目，2021A1515010359，塑胶冷凝造粒过程的相场模拟，2021/01至2023/12，10万元，结题，主持。
• 国家自然科学基金委员会，面上项目，12071207，弹性薄膜表面浸润的建模和计算，2021/01至2024/12，51万元，在研，主持。
• 深圳市科创委基础研究自由探索项目，JCYJ20170810111451165, 血管中多相复杂流表面问题的可计算建模和高精度计算，30万元，结题，主持。
• 国家自然科学基金青年基金项目，11601221，含有表面活性剂的液体浸润的模型和数值计算，2017/01-2019/12，18万元，结题，主持。
• 广东省科学技术厅，广东省省级科技计划项目，2019B030301001，广东省计算科学与新材料设计重点实验室，2019-01至2022-12，300万元，在研，参加。
• 国家自然科学基金委员会，重点项目，11731006，不确定性量化的自适应方法及其在环境科学中的应用，2018/01至2022/12，250万元，在研，参加。
• 国家自然科学基金委员会，面上项目，11771201，浅水波模型之计算方法，2018/01至2021/12，48万元，在研，参加。

Patents

• 基于侧向扫描 OCT 内窥探针的组织穿刺指示系统及操作方法，Chinese Patent, In Process,2021.

• “Method for the Production of Ultrapure Phosphorus by Zone Melting in a Non-Flammable Environment, and the Apparatus Used in Such Method”, US Patent: US20110212405 A1, 2011.

1. Zhen Zhang; Xueyun Zhang; Xiaojin He; Xiao-Ping Wang; Yongli Mi*; Purification of phosphorus by a zero pollution zone melting technique, Separation and Purification Technology, 2012, 98(34): 249-254.

2. Zhen Zhang; Shixin Xu; Weiqing Ren*; Derivation of a Continuum Model and the Energy Law for Moving Contact Lines with Insoluble Surfactants, Physics of Fluids, 2014, 26: 062103.

3. Zhen Zhang; Xiao-Ping Wang*; Yongli Mi; Phase-field modeling and simulation of the zone melting purification process, SIAM Journal on Applied Mathematics, 2014, 74(4): 1115-1135.

4. Zhen Zhang; Weiqing Ren*; Simulation of moving contact lines in two-phase polymeric fluids, Computers and Mathematics with Applications, 2016, 72(4): 1002-1012.

5. Jianhua Guo; Jianchang Hu; Bingyi Jing; and Zhen Zhang; Spline-Lasso in High-Dimensional Linear Regression, Journal of the American Statistical Association, 2016, 111(53): 288-297.

6. Zhen Zhang; Weiqing Ren*; Distinguished limits of the Navier slip model for moving contact lines in Stokes flow, SIAM Journal on Applied Mathematics, 2019, 79(5): 1654-1674.

7. Zhen Zhang; Shengzheng Wang; Wei Bian*; Sign Consistency for the Linear Programming Discriminant Rule, Pattern Recognition, 2020, 100: 107083.

8. Fengdai Kang; Zhen Zhang*; A multiple scalar auxiliary variables approach to the energy stable scheme of the moving contact line problem, Numerical Mathematics: Theory, Methods and Applications, 2020, 13(2): 539-568.

9. Zhen Zhang; Jin Yao; Weiqing Ren*; Static interface profiles for contact lines on an elastic membrane with the Willmore energy, Physical Review E, 2020, 102: 062803.

10. Quan Zhao; Weiqing Ren; Zhen Zhang*; A Thermodynamically Consistent Model and Its Conservative Numerical Approximation for Moving Contact Lines with Soluble Surfactants, Computer Methods in Applied Mechanics and Engineering, 2021, 385: 1140.

11. Shuqing Chai; Zhen Zhang*; Zhiwen Zhang; A second order accuracy preserving method for moving contact lines with Stokes flow, Journal of Computational Physics, 2021, 445: 110607.

12. Zixiang Luo; Chenyu Xu; Zhen Zhang*; Wenfei Jin*; A topology-preserving dimensionality reduction method for single-cell RNA-seq data using graph autoencoder, Scientific Reports, 2021, 11: 20028.

13. Zhen Zhang; Xianmin Xu*; Effective boundary conditions for dynamic contact angle hysteresis on chemically inhomogeneous surfaces, Journal of Fluid Mechanics, 2022, 935:A34.

14. Zhen Zhang; Tiezheng Qian*; Variational approach to droplet transport via bendotaxis: Thin film dynamics and model reduction, Physical Review Fluids, 2022, 7:044002.

15. Chenxi Wang; Yichen Guo; Zhen Zhang*; Unconditionally energy stable and bound-preserving schemes for phase-field surfactant model with moving contact lines, Journal of Scientific Computing, 2022, 92:20.

16. Chenxi Wang; Alina Chertock; Shumo Cui; Alexander Kurganov*; Zhen Zhang; A diffuse-domain based numerical method for a chemotaxis-fluid model, Mathematical Models and Methods in Applied Sciences, 2023, 33(02):341-375.

17. Jin Yao; Zhen Zhang; Weiqing Ren*; Modelling moving contact lines on inextensible elastic sheets in two dimensions, Journal of Fluid Mechanics, 2023, 955:A25.

18. Si Xiao; Xianmin Xu*; Zhen Zhang; Multiscale Analysis for Dynamic contact angle hysteresis on rough surfaces, Multiscale Modeling & Simulation, 2023, 21(1): 400-425.

19. Xiaoyue Liu; Zhenzhong Huang; Biwei Song; Zhen Zhang*; A linear-programming portfolio optimizer to mean-variance optimization, International Journal of Theoretical and Applied Finance, 2023, 26(4):2350012.

20. Shuqing Chai; Zhilin Li; Zhen Zhang*; Zhiwen Zhang; A pressure Poisson equation-based second-order method for solving two-dimensional moving contact line problems with topological changes, Computers & Fluids, 2024, 269:106117.

21. Shuting Gu; Chenxi Wang*; Zhen Zhang; Scalar auxiliary variable approach in iterative minimization formulation for saddle points of energy functional, Communications in Mathematical Sciences, 2024, to appear.

22. C. Liu, G. Li, H. Long, P. Chen, Z. Zhang, J. Huang, B. Zhu, X. Han, Y. Hu, J. Q. Shi, D. Gu, Impact of dynamic self-protection intensity on the COVID-19 pandemic: A case study in Shenzhen based on medical resources, Biostatistics & Epidemiology, 2024, to appear.

23. Chenxi Wang; Ming-Chih Lai; Zhen Zhang*; An improved phase-field algorithm for simulating the impact of a drop on a substrate in the presence of surfactants, Journal of Computational Physics, 2024, 499:112722.

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