28 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.LG2025
StruSR: Structure-Aware Symbolic Regression with Physics-Informed Taylor Guidance
Yunpeng Gong, Sihan Lan, Can Yang +2
Symbolic regression aims to find interpretable analytical expressions by searching over mathematical formula spaces to capture underlying system behavior, particularly in scientifi…
cs.LG2024★ 28 cited
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability
Kunpeng Xu, Lifei Chen, Shengrui Wang
Kolmogorov-Arnold Networks (KAN) is a groundbreaking model recently proposed by the MIT team, representing a revolutionary approach with the potential to be a game-changer in the f…