where z is the ATC value from DFT, ẑ is the ATC value as predicted by the GNN, and ε is the error in ẑ. Inserting this expression into Equation ( ) and expanding shows that ATC prediction errors result in two cumulative error contributions to the predicted coupling values. Namely, a first-order cumulative error contribution