Scientific Instrument Calibration on VAMOS++ spectrometer data
0.198Final RMSD (q)physics-informed self-supervised framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| physics-informed self-supervised frameworkEvents used=10^7, Batch size=5 × 10^3, Pseudo-labelling interval=20 epochs, Pseudo-labelled fraction=1/4, Number of pseudo-labelling cycles=8, Training time=6 m2026.06 | 0.198 | 0.23 | — | |
| Specialized network2026.06 | — | — | 0.177 |