留学经历

2016.1-2020.10新加坡南洋理工大学攻读博士学位

教学课程

工程力学

研究方向

基于机器学习的含旋涡的两相流控制

多相流仿真与数据分析

多物理场耦合下（类）水凝胶及其复合材料的力学性能分析

人工智能在模拟物理过程的应用

科研项目

对于含旋涡的两相流中离散相浓度的基于数据模型的能量最优控制

学术成果

[1] X. Zhang, H. Li, Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization, Journal of Cleaner Production 248 (2020) 119289. (IF 7.246, 排名19/265 Environment Science. 中科院分区Q1）

[2] X. Zhang, H. Li, Neutral-network-based control of discrete-phase concentration in a gas-particle corner flow with optimal energy consumption, Computer & Mathematics with Applications (2020)10213. (IF 3.37, 排名8/260 Math. Applied. 中科院分区Q2-TOP）

[3] T. Fan, S. Park, Q. Shi, X. Zhang, Q. Liu, Y. Song, H. Chin, M. S. B. Ibrahim, N. Mokrzecka, Y. Yang, H. Li, J. Song, S. Suresh, N, Cho, Transformation of Hard Pollen into Soft Matter, Nature Communication 1449 (2020). (IF: 11.88, 中科院分区Q1)

[4] Liu, Q., Ye, X., Wu, H., & Zhang, X*. (2022). A multiphysics model of magnetic hydrogel under a moving magnet for targeted drug delivery. International Journal of Mechanical Sciences, 215, 106963.（IF：5.329，中科分区Q2）

[5] X. Song, Z. Ou, X. Hu, X. Zhang, M. Lin, L. Wen, M. Li. Revealing Structure Properties of ZIF-8 Particles Prepared by Wet Chemical Etching via 3D Electron Tomography, ACS Materials Letter. (IF:8.321，中科院分区Q1)

[6] X. Song+, X. Zhang+(共同一作), Z. Ou, Mu. Li, Controlling the Anisotropic Surface Wetting of Metal Nanoparticles by a Competitive Ligand Packing Strategy: Implications for Encapsulation. ACS Applied Nano Materials, 4(11), 11458-11465. （IF：5.619，中科院分区Q2）

[7] Liu, L.-Y., Yang, Q.-S., Miao, B.-J., Liu, X., & Zhang, X.-Y. (2021). Anisotropic and elastoplastic characteristics of 3D printed graphene/aluminum composites by coupled experimental and numerical analysis. Mechanics of Advanced Materials and Structures, 1-12.（4.03，中科院分区Q3）