2 papers
cs.LG2025
MAD-NG: Meta-Auto-Decoder Neural Galerkin Method for Solving Parametric Partial Differential Equations
Qiuqi Li, Yiting Liu, Jin Zhao +1
Parametric partial differential equations (PDEs) are fundamental for modeling a wide range of physical and engineering systems influenced by uncertain or varying parameters. Tradit…
eess.SY2025
Permutation-Equivariant Learning for Dynamic Security Assessment of Power System Frequency Response
Francisco Zelaya-Arrazabal, Sebastian Martinez-Lizana, Hector Pulgar-Painemal +1
This paper presents a hybrid model-AI framework for real-time dynamic security assessment of frequency stability in power systems. The proposed method rapidly estimates key frequen…