Physics-Informed Kolmogorov-Arnold Networks for Power System Dynamics
This paper presents, for the first time, a framework for Kolmogorov-Arnold Networks (KANs) in power system applications. Inspired by the recently proposed KAN architecture, this paper proposes physics-informed Kolmogorov-Arnold Networks (PIKANs), a novel KAN-based physics-informed neural network (PI...
Saved in:
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2025-01-01
|
Series: | IEEE Open Access Journal of Power and Energy |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10843279/ |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|