Scholar
Siu Wun Cheung
Google Scholar ID: JeFVUgYAAAAJ
Lawrence Livermore National Laboratory
Reduced-order modeling
Scientific machine learning
Multiscale finite element methods
Discontinuous Galerkin methods
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Citations & Impact
All-time
Citations
627
H-index
15
i10-index
19
Publications
20
Co-authors
18
list available
Publications
4 items
WGFINNs: Weak formulation-based GENERIC formalism informed neural networks'
2026
Cited
0
Hyper-reduction methods for accelerating nonlinear finite element simulations: open source implementation and reproducible benchmarks
2026
Cited
0
Free-RBF-KAN: Kolmogorov-Arnold Networks with Adaptive Radial Basis Functions for Efficient Function Learning
2026
Cited
1
Defining Foundation Models for Computational Science: A Call for Clarity and Rigor
2025
Cited
0
Co-authors
11 total
yalchin efendiev
Mobil Chair in Computational Science, Professor of Mathematics, Texas A&M University
Youngsoo Choi
Research Scientist, LLNL
Jingyan Zhang
Texas A&M University
Min Wang
Assistant Professor, University of Houston
Daniel Ames Messenger
Director's Postdoctoral Fellow, T-5 Division, Los Alamos National Labs
April Tran
Department of Applied Mathematics
Ping-Hsuan Tsai
Virginia Tech
Alejandro N. Diaz
S. Scott Collis Fellow in Data Science, Sandia National Laboratories
