Powder Diffraction Data Beyond the Pattern: a Practical Review Full article
Journal |
Journal of Applied Crystallography
ISSN: 0021-8898 , E-ISSN: 1600-5767 |
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Output data | Year: 2025, Volume: 58, Number: 4, Pages: 1085-1105 Pages count : 21 | ||||||
Tags | powder diffraction; FAIR data; raw data; 2D to 1D conversion; metadata; particle statistics; images; materials; minerals; high-pressure data; in situ mechanochemical studies. | ||||||
Authors |
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Affiliations |
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Funding (1)
1 | Ministry of Science and Higher Education of the Russian Federation | FWUR-2024-0032 |
Abstract:
We share personal experience in the fields of materials science and highpressure research, discussing which parameters, in addition to positions of peak maxima and intensities, may be important to control and to document in order to make deposited powder diffraction data reusable, reproducible and replicable. We discuss, in particular, which data can be considered as ‘raw’ and some
challenges of revisiting deposited powder diffraction data. We consider procedures such as identifying (‘fingerprinting’) a known phase in a sample, solving a bulk crystal structure from powder data, and analyzing the size of coherently scattering domains, lattice strain, the type of defects or preferred orientation of crystallites. The specific case of characterizing a multi-phase multi-grain sample
following in situ structural changes during mechanical treatment in a mill or on hydrostatic compression is also examined. We give examples of when revisiting old data adds a new knowledge and comment on the challenges of using deposited data for machine learning
Cite:
Casati N.
, Boldyreva E.
Powder Diffraction Data Beyond the Pattern: a Practical Review
Journal of Applied Crystallography. 2025. V.58. N4. P.1085-1105.
Powder Diffraction Data Beyond the Pattern: a Practical Review
Journal of Applied Crystallography. 2025. V.58. N4. P.1085-1105.
Dates:
Submitted: | Apr 11, 2024 |
Accepted: | Apr 25, 2025 |
Published print: | Aug 1, 2025 |
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