LLM-Empowered Kolmogorov-Arnold Frequency Learning for Time Series Forecasting in Power Systems

With the rapid evolution of artificial intelligence technologies in power systems, data-driven time-series forecasting has become instrumental in enhancing the stability and reliability of power systems, allowing operators to anticipate demand fluctuations and optimize energy distribution. Despite t...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Zheng Yang, Yang Yu, Shanshan Lin, Yue Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2025-10-01
Subjects:	time series forecasting Kolmogorov-Arnold frequency learning entropy-driven cross-modal fusion
Online Access:	https://www.mdpi.com/2227-7390/13/19/3149