most citedPhysical Information Neural Networks for Solving High-index Differential-algebraic Equation Systems Based on Radau Methods

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cs.LG2025

DAE-KAN: A Kolmogorov-Arnold Network Model for High-Index Differential-Algebraic Equations

Kai Luo, Juan Tang, Mingchao Cai +3

Kolmogorov-Arnold Networks (KANs) have emerged as a promising alternative to Multi-layer Perceptrons (MLPs) due to their superior function-fitting abilities in data-driven modeling…