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001039736 1001_ $$0P:(DE-HGF)0$$aVelichko, Evgenii$$b0$$eCorresponding author
001039736 245__ $$aRendering the European neutron research landscape
001039736 260__ $$a[London]$$bSpringer Nature$$c2025
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001039736 520__ $$aNeutrons, owing to their unique properties, serve as indispensable probes for investigating the structure and dynamics of materials across various length scales. The scientific community utilizing neutron research infrastructures encompasses a diverse range of disciplines, making it challenging to quantify its scientific and societal impact. To address this challenge, we apply Natural Language Processing (NLP) and machine learning techniques to analyze the scientific output of the European neutron science community. Leveraging open-source software toolkits, our method allows for the quantitative assessment of community evolution and research focus. Our analysis reveals consistent growth in the neutron community despite a reduction in sources, underscoring the enduring significance of neutron methods in scientific research. Furthermore, an increase in unique authors and an even distribution of publications across diverse scientific topics highlight the community’s interdisciplinary nature and collaborative spirit. While this study emphasizes neutron scattering, our methodology holds promise for a broad range of scientific communities reliant on Large Research Infrastructures (LRIs), offering opportunities for collaboration, optimization of experimental approaches, and informed decision-making by governmental and funding bodies.
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001039736 7001_ $$0P:(DE-HGF)0$$aAbele, Hartmut$$b1
001039736 7001_ $$0P:(DE-HGF)0$$aBarlow, David J.$$b2
001039736 7001_ $$0P:(DE-HGF)0$$aBenedetto, Antonio$$b3
001039736 7001_ $$0P:(DE-HGF)0$$aDeledda, Stefano$$b4
001039736 7001_ $$0P:(DE-HGF)0$$avan Eijck, Lambert$$b5
001039736 7001_ $$0P:(DE-HGF)0$$aFernandez-Diaz, Maria Teresa$$b6
001039736 7001_ $$0P:(DE-HGF)0$$aJanoschek, Marc$$b7
001039736 7001_ $$0P:(DE-HGF)0$$aKarlsson, Maths$$b8
001039736 7001_ $$0P:(DE-HGF)0$$aLefmann, Kim$$b9
001039736 7001_ $$0P:(DE-HGF)0$$aMalikova, Natalie$$b10
001039736 7001_ $$0P:(DE-HGF)0$$aMarques, Maria P. M.$$b11
001039736 7001_ $$0P:(DE-HGF)0$$aMergia, Konstantina$$b12
001039736 7001_ $$0P:(DE-HGF)0$$aPieper, Jörg$$b13
001039736 7001_ $$0P:(DE-HGF)0$$aRønnow, Henrik M.$$b14
001039736 7001_ $$0P:(DE-HGF)0$$aŠaroun, Jan$$b15
001039736 7001_ $$0P:(DE-Juel1)156579$$aSchneidewind, Astrid$$b16$$ufzj
001039736 7001_ $$0P:(DE-HGF)0$$aSchreiber, Frank$$b17
001039736 7001_ $$0P:(DE-HGF)0$$aTemst, Kristiaan$$b18
001039736 7001_ $$0P:(DE-HGF)0$$aWolff, Max$$b19
001039736 7001_ $$0P:(DE-HGF)0$$aZając, Wojciech$$b20
001039736 7001_ $$0P:(DE-HGF)0$$aZanatta, Marco$$b21
001039736 773__ $$0PERI:(DE-600)2615211-3$$a10.1038/s41598-025-88099-w$$gVol. 15, no. 1, p. 5722$$n1$$p5722$$tScientific reports$$v15$$x2045-2322$$y2025
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