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Machine learning strategies for the structure-property relationship of copolymers

Establishing the structure-property relationship is extremely valuable for the molecular design of copolymers. However, machine learning (ML) models can incorporate both chemical composition and sequence distribution of monomers, and have the generalization ability to process various copolymer types...

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Detalles Bibliográficos
Autores principales: Tao, Lei, Byrnes, John, Varshney, Vikas, Li, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249671/
https://www.ncbi.nlm.nih.gov/pubmed/35789847
http://dx.doi.org/10.1016/j.isci.2022.104585