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Machine Learning Strategy for Accelerated Design of Polymer Dielectrics

The ability to efficiently design new and advanced dielectric polymers is hampered by the lack of sufficient, reliable data on wide polymer chemical spaces, and the difficulty of generating such data given time and computational/experimental constraints. Here, we address the issue of accelerating po...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Mannodi-Kanakkithodi, Arun, Pilania, Ghanshyam, Huan, Tran Doan, Lookman, Turab, Ramprasad, Rampi
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4753456/
https://ncbi.nlm.nih.gov/pubmed/26876223
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep20952
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