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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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Detalles Bibliográficos
Autores principales: Kojima, Takashi, Washio, Takashi, Hara, Satoshi, Koishi, Masataka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581745/
https://www.ncbi.nlm.nih.gov/pubmed/33093549
http://dx.doi.org/10.1038/s41598-020-75038-0