Circuit Performance Prediction on LNA, Mixer, VCO, PA, VA
0.8R^2GNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GNNKey Architectural Features=GNN, Average Training Size=~36k per circuit, Circuit Limitations=—, Other Limitations=Prohibitive data size; Struggles with cross-topology generalization; Overhead of an Extra Encoder before GNN2025.08 | 0.8 | — | — |