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Machine-learning approach to the design of OSDAs for zeolite beta

We report a machine-learning strategy for design of organic structure directing agents (OSDAs) for zeolite beta. We use machine learning to replace a computationally expensive molecular dynamics evaluation of the stabilization energy of the OSDA inside zeolite beta with a neural network prediction....

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Detalles Bibliográficos
Autores principales: Daeyaert, Frits, Ye, Fengdan, Deem, Michael W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6397530/
https://www.ncbi.nlm.nih.gov/pubmed/30733290
http://dx.doi.org/10.1073/pnas.1818763116