Fig. 4From: Force field-inspired transformer network assisted crystal density prediction for energetic materialsComparison of each model’s performance in different density regions. a MAE; b RMSE. Our model outperforms other models in high-density regions and is second only to the D-MPNNs in low-density regions in which high accuracy is not important. The unit of crystal density in graph is g/cm3Back to article page