A Code-Agnostic Graph Neural Network Decoder from the Detection Error Model
The POLYMECHANON is a code-agnostic Graph Neural Network decoder that decodes any stabilizer code given only its detection error model (DEM) under a specific noise model. It models the DEM as a tripartite graph connecting detectors, error mechanisms, and logical observables. This structure allows the same architecture to decode various codes without redesigning the decoder.