个人简历

郑小宁, 暨南大学信息科学技术学院数学系教授，暨南大学伯明翰大学联合学院2021级数学与应用数学2班学术导师。

教育经历

美国普度大学计算与应用数学博士，中国科学技术大学科技英语学士

联系方式

邮箱：xnzheng@jnu.edu.cn

代表性论著

1. X. Zheng, A. Yazdani, H. Li, J. D. Humphrey, G. E. Karniadakis, A 3D phase-field model for multiscale simulation of the interaction between blood and thrombus in arterial vessels, PLOS Computational Biology, 16, e1007709, 2020.

2. X. Zheng, Z. Wang, M. S. Triantafyllou, G. E. Karniadakis. Fluid-elastic instability of a horizontal flexible pipe conveying two-phase flow, International Journal of Multiphase Flow, 141,103667, 2021.

3. H. Li*, K. Sampani*, X. Zheng*, D. P. Papageorgiou, A. Yazdani, M. O. Bernabeu, G. E. Karniadakis, J. K. Sun, Predictive modeling of thrombus formation in diabetic retinal microaneurysms, Royal Society open science, 7,8,201102, 2020.

4. M. Carlson*, X. Zheng*, H. Sundar, M. Kirby, G. E. Karniadakis. An open-source parallel code for computing the fractional Laplacian on 3D complex-geometry domains, Computer Physics Communications, 261, 107695, 2021.

5. M. Yin, X. Zheng, J. D. Humphrey, G. E. Karniadakis, Non-invasive inference of thrombus material properties with physics-informed neural networks, Computer Methods in Applied Engineering and Mechanics, 375,113603, 2021.

6. Ehsan Kharazmi1, Min Cai1, Xiaoning Zheng, Guang Lin, George Em Karniadakis, Identifiability and predictability of integer- and fractional-order epidemiological models using physics-informed neural networks, medRxiv, 2021.

7. Z. Wang, X. Zheng, C. Chryssostomidis, G. E. Karniadakis, A phase-field method for boiling heat transfer, Journal of Computational Physics, 2021.

8. F. Xie, X. Zheng, M. S. Triantafyllou, Y. Constantinides, Y. Zheng, G. E. Karniadakis. DNS of two-phase flow in an inclined pipe. Journal of Fluid Mechanics, 825,189-207, 2017.

9. X. Zheng, G. E. Karniadakis. A phase-field/ALE method for simulating fluid-structure interactions in two-phase flow. Computer Methods in Applied Engineering and Mechanics, 309, 19-40, 2016, https://doi.org/10.1016/j.cma.2016.04.035.

10. F. Xie, X. Zheng, M. S. Triantafyllou, Y. Constantinides, G. E. Karniadakis, The flow dynamics of the garden-hose instability. Journal of Fluid Mechanics, 800, 595-612, 2016, https://doi.org/10.1017/jfm.2016.364.