Active Learning for Machine Learning Interatomic Potentials on T1X Mixed (active learning rounds)
83.3E RMSENTK LCMD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NTK LCMDAcquisition Strategy=LCMD, Representation Signal=NTK2026.05 | 83.3 | 50 | 61.5 | 25 | |
| Activation LCMDAcquisition Strategy=LCMD, Representation Signal=Activation2026.05 | 77.8 | 44.4 | 61.5 | 15 | |
| Committee EnergyAcquisition Strategy=Committee-based2026.05 | 27.8 | 0 | -13.3 | 0 |