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Energy Prediction on Bilayer graphene
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0.4
Sliding Energy RMSE (meV/atom)
NequIP
0.316
0.883
1.45
2.017
Mar 24, 2026
Sliding Energy RMSE (meV/atom)
Binding Energy RMSE (meV/atom)
Updated 24d ago
Evaluation Results
Method
Method
Links
Sliding Energy RMSE (meV/atom)
Binding Energy RMSE (meV/atom)
NequIP
2026.03
0.4
1.2
hNN
2026.03
0.4
0.8
MLANet
2026.03
0.5
1.3
DP
2026.03
0.6
3.5
Reaxff
2026.03
0.7
16
NEP
2026.03
0.7
2.6
LCBOP
2026.03
0.9
7.4
REBO-ILP
2026.03
1
1.6
AIREBO
2026.03
1.1
17.7
GAP2020
2026.03
2.5
10.3
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