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Harnessing Shannon entropy-based descriptors in machine learning models to enhance the prediction accuracy of molecular properties

Accurate prediction of molecular properties is essential in the screening and development of drug molecules and other functional materials. Traditionally, property-specific molecular descriptors are used in machine learning models. This in turn requires the identification and development of target o...

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Detalles Bibliográficos
Autores principales: Guha, Rajarshi, Velegol, Darrell
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10200055/
https://www.ncbi.nlm.nih.gov/pubmed/37211605
http://dx.doi.org/10.1186/s13321-023-00712-0