2 papers
eess.SP2025
Model Order Reduction for Large-scale Circuits Using Higher Order Dynamic Mode Decomposition
Na Liu, Chengliang Dai, Qiuyue Wu +2
Model order reduction (MOR) has long been a mainstream strategy to accelerate large-scale transient circuit simulation. Dynamic Mode Decomposition (DMD) represents a novel data-dri…
cs.LG2024
A Physics-driven GraphSAGE Method for Physical Process Simulations Described by Partial Differential Equations
Hang Hu, Sidi Wu, Guoxiong Cai +1
Physics-informed neural networks (PINNs) have successfully addressed various computational physics problems based on partial differential equations (PDEs). However, while tackling…