{"url":"/task/x-ray-diffraction-xrd","name":"X-Ray Diffraction (XRD)","slug":"x-ray-diffraction-xrd","description_markdown":"Diffraction of X-ray patterns and images, with common applications for materials and images.","categories":[{"name":"Miscellaneous","url":"/area/miscellaneous"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"derived"},"counts":{"papers_tagged":13,"papers_with_code":4,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":0,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":4,"of":4,"tagged_in_all":13,"items":[{"url":"/paper/fast-classification-of-small-x-ray","title":"Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks","date":"2018-11-20","arxiv_id":"1811.08425","repositories_listed":3,"syntology":{"n":8,"n_ran":6,"n_unverified":2,"n_pointer_only":3}},{"url":"/paper/fast-classification-of-small-x-ray-1","title":"Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks","date":"2019-05-17","arxiv_id":null,"repositories_listed":2,"syntology":null},{"url":"/paper/probabilistic-phase-labeling-and-lattice","title":"Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research","date":"2023-08-15","arxiv_id":"2308.07897","repositories_listed":1,"syntology":null},{"url":"/paper/an-incremental-phase-mapping-approach-for-x","title":"An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations","date":"2022-11-08","arxiv_id":"2211.04011","repositories_listed":1,"syntology":null}],"syntology_records":1,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}