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53 lines (52 loc) · 1.91 KB
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cff-version: 1.2.0
message: "If you use this software, please cite the associated article."
title: "Dara: Automated multiple-hypothesis phase identification and refinement from powder X‑ray diffraction"
version: "1.1.4"
date-released: "2025-10-22"
authors:
- family-names: Fei
given-names: Yuxing
- family-names: McDermott
given-names: Matthew J.
- family-names: Rom
given-names: Christopher L.
- family-names: Wang
given-names: Shilong
- family-names: Ceder
given-names: Gerbrand
identifiers:
- type: doi
value: "10.1021/acs.chemmater.5c02820"
repository-code: "https://github.com/CederGroupHub/dara"
abstract: |
Powder X‑ray diffraction (XRD) is a foundational technique for characterizing
crystalline materials. However, interpreting XRD patterns, particularly in
multiphase systems, often requires expert knowledge. Dara is a data-driven
Rietveld-analysis framework that automates the identification and refinement
of multiple phases from powder XRD data by performing an exhaustive tree
search over plausible phase combinations and validating each hypothesis using
robust Rietveld refinement routines. Key features include structural database
filtering, clustering of isostructural phases, and peak-matching-based
scoring to identify promising phases for refinement.
preferred-citation:
type: article
authors:
- family-names: Fei
given-names: Yuxing
- family-names: McDermott
given-names: Matthew J.
- family-names: Rom
given-names: Christopher L.
- family-names: Wang
given-names: Shilong
- family-names: Ceder
given-names: Gerbrand
title: "Dara: Automated multiple-hypothesis phase identification and refinement from powder X‑ray diffraction"
journal: "Chemistry of Materials"
volume: 38
issue: 3
start: 1364
end: 1376
year: 2026
doi: "10.1021/acs.chemmater.5c02820"
url: "https://doi.org/10.1021/acs.chemmater.5c02820"