Experimental Data
Cross-source consensus on Experimental Data from 1 sources and 4 claims.
1 sources · 4 claims
Risks & contraindications
Evidence quality
Where it comes from
Highlighted claims
- The study uses 7,446 historical ptychographic datasets from the COSMIC Imaging Beamline at the Advanced Light Source. — Machine Learning-Augmented Acceleration of Iterative Ptychographic Reconstruction
- Training and evaluation use experimental rather than synthetic ptychographic data. — Machine Learning-Augmented Acceleration of Iterative Ptychographic Reconstruction
- The model is evaluated on data acquired in a different year from the training data to test temporal generalization. — Machine Learning-Augmented Acceleration of Iterative Ptychographic Reconstruction
- Broader facility-to-facility generalization remains future work because the training data come from one beamline. — Machine Learning-Augmented Acceleration of Iterative Ptychographic Reconstruction