Work

The human factor: results of a small-angle scattering data analysis round robin

Year: 2023
Type: article
Abstract: A round-robin study has been carried out to estimate the impact of the human element in small-angle scattering data analysis. Four corrected datasets were provided to participants ready for analysis. All datasets were measured on samples containing spherical scatterers, with two datasets in dilute dispersions and two from powders. Most of the 46 participants correctly identified the number of populations in the dilute dispersions, with half of the population mean entries within 1.5% and half of the population width entries within 40%. Due to the added complexity of the structure factor, far fewer people submitted answers on the powder datasets. For those that did, half of the entries for the means and widths were within 44 and 86%, respectively. This round-robin experiment highlights several causes for the discrepancies, for which solutions are proposed.
Institutions: Federal Institute For Materials Research and Testing, University of Copenhagen, University of Mysore, Institute of Science and Technology Austria, Delft University of Technology, Helmholtz-Zentrum Berlin für Materialien und Energie, FORCE Technology (Denmark), RMIT University, Australian Nuclear Science and Technology Organisation, Australian Synchrotron, Virginia Tech, Institut polytechnique de Grenoble, Centre National de la Recherche Scientifique, Science et Ingénierie des Matériaux et Procédés, Université Grenoble Alpes, Sapienza University of Rome, Physikalisch-Technische Bundesanstalt, University of Cologne, University of Duisburg-Essen, Australian National University, Center for NanoScience, Ludwig-Maximilians-Universität München, Consorzio Interuniversitario per lo Sviluppo dei Sistemi a Grande Interfase, University of Florence, Brazilian Synchrotron Light Laboratory, Australian Centre for Neutron Scattering, University of Reading, RWTH Aachen University, Keele University, University of Warwick, Argonne National Laboratory, Advanced Photon Source, Heinz Maier-Leibnitz Zentrum, Technical University of Munich, University of Oxford, National Synchrotron Radiation Research Center, Aalto University, University of Groningen, University of Washington, Diamond Light Source, Rutherford Appleton Laboratory, Science and Technology Facilities Council, ISIS Neutron and Muon Source, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Université Paris-Saclay, National Institute of Standards and Technology, Forschungszentrum Jülich
Language: English
Open Access status: hybrid
Estimated APC paid: $4,640
OpenAlex ID: W4387797870
FWCI: 0.282
Cites: 22
Cited by: 4
Related to: 10