Bridging mathematical rigor and data scalability: Data-driven finite element method
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Mathematics and Computing↗
Engineering topics
Cheung, Siu Wun [Lawrence Livermore National Laboratory]
Publications and source records attributed to Cheung, Siu Wun [Lawrence Livermore National Laboratory].
Model Order Reduction for Quantum Molecular Dynamics
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Mathematics and Computing↗
Hyper-reduction methods for accelerating nonlinear finite element simulations: open source implementation and reproducible benchmarks
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Mathematics and Computing↗
Free RBF-KAN: Kolmogorov–Arnold Networks with Adaptive Radial Basis Functions for Efficient Function Learning
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Chiu, Shao-Ting↗
tLaSDI: Thermodynamics-informed Latent Space Dynamics Identification
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Park, Jun Sur↗
WGFINNs: Weak formulation-based GENERIC formalism informed neural networks
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Mathematics and Computing↗
Learning Functional Equivalence via Supervised Contrastive Code-Problem Alignment
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Mathematics and Computing↗