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Active Learning for Machine Learning Interatomic Potentials on PMechDB (active learning rounds)
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-23.5
E RMSE
Committee Energy
-25.24
-13.495
-1.75
9.995
May 5, 2026
E RMSE
F RMSE
E MAE
F MAE
Updated 28d ago
Evaluation Results
Method
Method
Links
E RMSE
F RMSE
E MAE
F MAE
Committee Energy
Acquisition Strategy=C...
2026.05
-23.5
25
-31.6
-5
Activation LCMD
Acquisition Strategy=L...
2026.05
15
20
5
0
NTK LCMD
Acquisition Strategy=L...
2026.05
20
25
5
0
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