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Geometric Deep Learning for Molecular Crystal Structure Prediction

[Image: see text] We develop and test new machine learning strategies for accelerating molecular crystal structure ranking and crystal property prediction using tools from geometric deep learning on molecular graphs. Leveraging developments in graph-based learning and the availability of large molec...

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Detalles Bibliográficos
Autores principales: Kilgour, Michael, Rogal, Jutta, Tuckerman, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10373482/
https://www.ncbi.nlm.nih.gov/pubmed/37053511
http://dx.doi.org/10.1021/acs.jctc.3c00031

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