Reliability of pair distribution function analysis in <i>in situ</i> experiments

<i>In situ</i> and <i>operando</i> pair distribution function (PDF) studies are becoming commonly used to study chemical reactions, nucleation and growth of nanoparticles, or structural changes during the operation of batteries, catalysts, thermoelectric devices <i>etc.</i> However, repeated time-resolved total scattering experiments and subsequent PDF analysis are often not prioritized due to the scarce synchrotron beam time available. This means that the experimental uncertainty and reproducibility of the experimental methods are unknown, and the full potential of <i>in situ</i> PDF experiments may not be exploited. Here, we quantify the experimental uncertainty of the PDF technique in an <i>in situ</i> study of the hydro-thermal synthesis of ZrO<sub>2</sub> nanoparticles. Systematic variation of the parameters used to obtain the PDF shows that the user-defined parameters can potentially affect the chemical conclusions obtained from the time-resolved experiment. We found that comparable results are best obtained using the same input parameters across different experiments. We also compare different PDF algorithms to examine whether the processing algorithm influences the chemical analysis.

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Publication Details

Journal
Journal of Applied Crystallography
Published
2025-03-19
DOI
https://doi.org/10.1107/s1600576725001694
Primary Topic
X-ray Diffraction in Crystallography
Type
article
Field-Weighted Citation Impact
0.00

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article

Reliability of pair distribution function analysis in in situ experiments

Bo B. Iversen, Martin Roelsgaard, Magnus Kløve, Andreas Dueholm Bertelsen et al.
Journal of Applied Crystallography
X-ray Diffraction in Crystallography
article

Reliability of pair distribution function analysis in in situ experiments

Bo B. Iversen, Martin Roelsgaard, Magnus Kløve, Andreas Dueholm Bertelsen, Anders Bæk Borup, Rasmus Baden Stubkjær
article en

Abstract

<i>In situ</i> and <i>operando</i> pair distribution function (PDF) studies are becoming commonly used to study chemical reactions, nucleation and growth of nanoparticles, or structural changes during the operation of batteries, catalysts, thermoelectric devices <i>etc.</i> However, repeated time-resolved total scattering experiments and subsequent PDF analysis are often not prioritized due to the scarce synchrotron beam time available. This means that the experimental uncertainty and reproducibility of the experimental methods are unknown, and the full potential of <i>in situ</i> PDF experiments may not be exploited. Here, we quantify the experimental uncertainty of the PDF technique in an <i>in situ</i> study of the hydro-thermal synthesis of ZrO<sub>2</sub> nanoparticles. Systematic variation of the parameters used to obtain the PDF shows that the user-defined parameters can potentially affect the chemical conclusions obtained from the time-resolved experiment. We found that comparable results are best obtained using the same input parameters across different experiments. We also compare different PDF algorithms to examine whether the processing algorithm influences the chemical analysis.

Journal of Applied CrystallographyVol. 58(2)
Aarhus University (DK)
Villum Fonden, VINNOVA, Svenska Forskningsrådet Formas, Vetenskapsrådet, Danish Agency for Science and Higher Education
Openalex Percentile: Top 96%
X-ray Diffraction in Crystallography
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Reliability of pair distribution function analysis in <i>in situ</i> experiments — Bo B. Iversen, Martin Roelsgaard, et al. · Journal of Applied Crystallography (2025) | TGRS Research Map | TGRS