Reproducibility package for "Attention Is Not All You Need for Diffraction"
Reproducibility package for "Attention Is Not All You Need for Diffraction"
Paper reproducibility package for the revised manuscript "Attention Is Not All You Need for Diffraction". The package contains the current flat-37 Vision Transformer checkpoint set, the matched regular-transformer architecture-control checkpoint, generated run configs and metadata, training/evaluation wrappers, frozen extinction-group-to-rule mapping assets, compact calibration and information-theory result summaries, compact SG-to-EG and XRDBench comparison outputs, and RRUFF-325/RRUFF-473 benchmark case-ID CSV files. The archive is intended as the paper artifact layer; generated training corpora are not included.
The archive contains MANIFEST.csv and CHECKSUMS.sha256. SG/EG categorical-control training checkpoints and posterior NPZ audit bundles are outside the main package scope; compact JSON/CSV outputs are included.
- Carnegie Mellon University United States
- Boston College United States
- University of Maryland, College Park United States
- University of California, Berkeley United States
- National Institute of Standards and Technology United States
extinction groups, machine learning, RRUFF, topological error analysis, powder diffraction, preferred orientation, transformers, crystallography
extinction groups, machine learning, RRUFF, topological error analysis, powder diffraction, preferred orientation, transformers, crystallography
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average
Citations provided by BIP!Popularity provided by BIP!