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DeepStruc: towards structure solution from pair distribution function data using deep generative models

Structure solution of nanostructured materials that have limited long-range order remains a bottleneck in materials development. We present a deep learning algorithm, DeepStruc, that can solve a simple monometallic nanoparticle structure directly from a Pair Distribution Function (PDF) obtained from...

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Detalles Bibliográficos
Autores principales: Kjær, Emil T. S., Anker, Andy S., Weng, Marcus N., Billinge, Simon J. L., Selvan, Raghavendra, Jensen, Kirsten M. Ø.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: RSC 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9923795/
https://www.ncbi.nlm.nih.gov/pubmed/36798882
http://dx.doi.org/10.1039/d2dd00086e