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Active Learning for Machine Learning Interatomic Potentials on T1X Mixed (active learning rounds)
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83.3
E RMSE
NTK LCMD
25.58
40.565
55.55
70.535
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
NTK LCMD
Acquisition Strategy=L...
2026.05
83.3
50
61.5
25
Activation LCMD
Acquisition Strategy=L...
2026.05
77.8
44.4
61.5
15
Committee Energy
Acquisition Strategy=C...
2026.05
27.8
0
-13.3
0
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