YUEQI WANG 王悦琪
YUEQI WANG 王悦琪
Research
Research Interest
Multiscale Finite Element Methods (MsFEM)
Generative Models, Deep Learning, Machine Learning
Numerical Analysis, Scientific Computing, etc.
Publications
In preparation
LegONet: Plug-and-Play Structure-Preserving Neural Operator Blocks for Compositional PDE Learning, with J. Zhang and G. Lin, submitted, 2026.
Ultra Fast PDE Solving via Physics Guided Few-step Diffusion, with Kong. X, Zheng. H, Luo. W and G. Lin, submitted, 2026.
A POD-DeepONet Framework for Forward and Inverse Design of 2D Photonic Crystals, with G. Li and G. Lin, submitted, 2025.
Reduced–Basis Deep Operator Learning for Parametric PDEs with Independently Varying Boundary and Source Data, with G. Lin, submitted, 2025.
Adaptive Crouzeix-Raviart finite elements for the first eigenpair of p-Laplacian, with G.Li and Y. Xu, submitted, 2025.
Numerical homogenization for time-harmonic Maxwell equations in heterogeneous media with large wavenumber, with G. Li, in preparation.
On Edge Multiscale Space based hybrid Schwarz preconditioner for Helmholtz problems with Large Wavenumber, with S. Fu, S. Gong and G. Li, submitted, 2024.
Predicting band structures for 2D Photonic Crystals via Deep Learning, with G. Li, submitted, 2024.
An hp-Adaptive Sampling Algorithm on Dispersion Relation Reconstruction for 2D Photonic Crystals, with G. Li, submitted, 2024.
Accepted
An hp-adaptive Sampling Algorithm for Dispersion Relation Reconstruction of 3D Photonic Crystals, with R. Craster and G. Li, to appear, J. Comput. Phys, 2024.
Dispersion relation reconstruction for 2D Photonic Crystals based on polynomial interpolation, with G. Li, 498, J. Comput. Phys, 2024.
Quantized Low-rank Multivariate Regression with Random Dithering, with J. Chen and MK. Ng, IEEE Transactions on Signal Processing, 2023.
An Analytical Study of The Thermal-Hydraulic-Mechanical Processes During Cold Water Injection into EGS Reservoirs, with S. Lin and S. Wang, 41st Geothermal Conference, 2020.
Thesis
Numerical methods for dispersion relation calculation for photonic crystals, PhD thesis, The University of Hong Kong, 2025.