ResearchBenchmarksEnergy Prediction on Bilayer grapheneEnergy Prediction on Bilayer grapheneFollow0.4Sliding Energy RMSE (meV/atom)NequIP0.3160.8831.452.017Mar 24, 2026Evaluation resultsMethodMethodLinksSliding Energy RMSE (meV/atom)Binding Energy RMSE (meV/atom)NequIP2026.030.41.2hNN2026.030.40.8MLANet2026.030.51.3DP2026.030.63.5Reaxff2026.030.716NEP2026.030.72.6LCBOP2026.030.97.4REBO-ILP2026.0311.6AIREBO2026.031.117.7GAP20202026.032.510.3