A new benchmark for machine learning applied to powder X-ray diffraction

Data extraction and diffractogram simulation

We used COD^{14,15,16,17,18,19,20,21,22,23} (https://www.crystallography.net/cod/) until August 2023, which at that date had 498,027 CIF files. We only selected crystal structures with more than 4 atoms in…