Prof. Ruchi GUO

Prof. Ruchi GUO
BSc (Sichuan University);
PhD (Virginia Tech);

[Teacher's name in full]
ORCID:
0000-0002-8558-1574
Address:
Room 228, Lady Shaw Building,
The Chinese University of Hong Kong,
Shatin, N.T., Hong Kong
Tel:
(852) 3943-7955
Email:
rcguo@math.cuhk.edu.hk
Personal Website:
https://www.math.cuhk.edu.hk/~rcguo/

Fields of Interest:
Numerical analysis, scientific computing, data science, deep learning

Selected Publications:
  1. S. Cao, L. Chen and R. Guo. Immersed Virtual Element Methods for Electromagnetic Interface Problems in Three Dimensions. Math. Models Methods Appl. Sci, 2023

  2. R. Guo, S. Cao, and L. Chen. Transformer Meets Boundary Value Inverse Problems. International Confer- ence on Learning Representations (ICLR) 2023

  3. I. Babuška, S. Adjerid and R. Guo, T. Lin. An Enriched Immersed Finite Element Method for Interface Problems With Non-homogeneous Jump Conditions. Comput. Methods Appl. Mech. Engrg., 2023

  4. R. Guo. Solving Parabolic Moving Interface Problems with Dynamical Immersed Spaces on Unfitted Meshes: Fully Discrete Analysis, SIAM J. Numer. Anal., 59(2021).

  5. R. Guo and J. Jiang. Construct Deep Neural Networks Based on Direct Sampling Methods for Solving Elec- trical Impedance Tomography, SIAM J. Sci. Comput., 43(2021).

Major Research Grants:
  • NSF Grant (PI) DMS-2309777 $154,781, June 2023 - May 2026

Courses

Course Code Course Title Academic Year Term
MATH1010B University Mathematics 2023/24 1