Code respository for "Automatic Grid Updates for Komolgorov Arnold Networks using Layer Histograms."
AdaptKAN provides implementations of Kolmogorov-Arnold Networks (KANs) with support for out-of-distribution detection, available in JAX.
Abstract: Smart Grids are complex and interconnected systems that are vulnerable to cyber-attacks, which can result in severe consequences such as equipment damage, data theft, and power outages.
Abstract: The increasing integration of renewable energy sources and nonlinear loads has led to significant power quality challenges, including voltage instability and harmonic distortion.
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