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Synthesis of computer simulation and machine learning for achieving the best material properties of filled rubber

Molecular dynamics (MD) simulation is used to analyze the mechanical properties of polymerized and nanoscale filled rubber. Unfortunately, the computation time for a simulation can require several months’ computing power, because the interactions of thousands of filler particles must be calculated....

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Kojima, Takashi, Washio, Takashi, Hara, Satoshi, Koishi, Masataka
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7581745/
https://ncbi.nlm.nih.gov/pubmed/33093549
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-75038-0
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