楊蕾
副教授
所在部門 計算機科學與工程學院
聯係電話 8897 2045
辦公室 A313
電子信箱 leiyang@must.edu.mo

Academic Qualification

Ph.D. in Computational Mathematics, HKUST

B. Sc in Computational Mathematics, Sichuan University

 

Teaching Area

Calculus

Linear Algebra

Probability and Statistics

Numerical Methods

Numerical PDEs

Operational Research

 

Research Area

Numerical Methods

Numerical PDEs

Machine Learning

Data Analysis

 

Working Experience

Jul. 2020 ~ Present, Associate Professor, School of Computer Science and Engineering, MUST

Jan. 2014 ~ Jun. 2020, Assistant Professor, Faculty of Information Technology, MUST

Sep. 2008 ~ Aug. 2012, Lecturer/ Postdoc/ MSC Program Administrator, HKBU

 

Academic Publication (selected)

1.          J. J. Zhan, L. Yang, R. Du, Z. Cui, Towards preserving geometric properties of Landau- Lifshitz-Gilbert equation using multistep methods, Commun. Comput. Phys., 2024.

2.          J. J. Zhan, L. Yang, X.Q. Xing, L.Q. Zhong, An iterative two-grid method for strongly nonlinear elliptic boundary value problems, J. Comput. Math., 2024.

3.          P. Li, L. Yang, J. Lan, R. Du and J. Chen, A Second-Order Semi-Implicit Method for the Inertial Landau-Lifshitz-Gilbert Equation, Numer. Math. Theor. Meth. Appl., 2022.

4.          C. Yao, Z. Du and L. Yang, SAV Finite Element Method for the Peng-Robinson Equation of State with Dynamic Boundary Conditions, Adv. Appl. Math. Mech., 2022.

5.          X. Chen, L. Yang, Brain Tumor Segmentation Based on CBAM-TransUNet, The 28th Annual International Conference on Mobile Computing and Networking InterContinental Sydney (MobiCom 2022) .

6.          L. Yang, J. Chen, and G. Hu, A framework of the finite element solution of the Landau-Lifshitz-Gilbert equation on tetrahedral meshes, J. Comput. Phys., Vol. 431, 110142, 2021.

7.          J. Chen, Z. Sun, Y. Wang and L. Yang, A Spin-Wave Solution to the Landau-Lifshitz-Gilbert Equation, Commun. Math. Sci., Vol. 19, No. 1, pp. 193-204, 2021.

8.          L. Yang, F. Liu and W. Yang, FETD Study of the Wave Propagation in Chiral Metamaterials, Adv. Appl. Math. Mech., Vol. 13, No. 1, pp. 191-202, 2021.

9.          L. Yang, Y. Shen, Z. Hu and G. Hu, An Implicit Solver for the Time-Dependent Kohn-Sham Equation, Numer. Math.- Theory Me., Vol. 14, No. 1, pp. 261-284, 2021.

10.      L. Zheng, L. Yang, Y. Liang, A Modified Spectral Gradient Projection Method for Solving Non-linear Monotone Equations with Convex Constraints and Its Application, IEEE Access, 92677-92686, Vol. 8, 2020.

11.      H. Du, J. Yang, R. B King, L. Yang, P. Chi, COVID-19 Increases Online Searches for Emotional and Health-Related Terms, Appl. Psychol. Health Wellbeing, 2020

12.      L. Zheng, L. Yang, Y. Liang, A conjugate gradient projection method for solving equations with convex constraints, J. Comput. Appl. Math., 112781, Vol. 375, 2020.

13.      J. Chen, L. Yang, X.P. Wang, A reduced model for domain wall dynamics in soft ferromagnets, J. Magn. Magn. Mater., 199-203, Vol. 479, 2019.

14.      L. Yang, G. Hu, An adaptive finite element solver for demagnetization field calculation, Adv. Appl. Math. Mech., Vol. 11, No. 5, pp. 1048-1063, 2019.

15.      X. Liang, L. Yang, S. Luo, Facial Expression Recognition Based on Gabor Multi-Orientation Feature Fusion, 3rd International Conference on Machine Vision and Information Technology (CMVIT 2019)

16.      L. Yang, Pinning Effect on Current-Induced Domain Wall Motion in Nanostrip, EAJAM, 837-851, Vol. 7, No. 4, 2017.

17.      Y. Liu; D. Zhang; X. Guo; M. Zhong; M. Gao; L. Yang; L. Ni, RSS-based Ranging by Leveraging Frequency Diversity to Distinguish the Multiple Radio Paths, IEEE Trans. Mob. Comput., 1121-1135, Vol. 16, No. 4, 2017.

18.      W. Yang, D.L. Wang, L. Yang, A stable numerical method for space fractional Landau-Lifshitz equations, Appl. Math. Lett., 149–155, Volume 61, 2016.

19.      L. Yang and X.P. Wang, Dynamics of domain wall in thin film driven by spin current, Discrete Continuous Dyn. Syst. Ser. B., Vol. 14, No. 3, 2010.

 

Professional Certification and Awards

BOC Research Excellence Award, MUST, 2021

MUST Teaching Achievement Award, MUST, 2021

MUST Cloud Classroom Teaching Excellence Award, MUST, 2020

MUST Teaching Achievement Award, MUST, 2020

 

Professional Society Membership

Member of CSIAM

Member of MSIAM