Particle Chebyshev Network: A Graph-Based Approach for Efficient Jet Tagging in High-Energy Physics

Particle Chebyshev Network (PCN) and its streamlined version PCN-Lite utilize a combination of Chebyshev graph convolutions and edge convolutions to achieve state-of-the-art accuracy in jet tagging classification tasks on the JETCLASS dataset.