Designing polymer nanocomposites with high energy density using machine learning

Abstract Addressing microstructure-property relations of polymer nanocomposites is vital for designing advanced dielectrics for electrostatic energy storage. Here, we develop an integrated phase-field model to simulate the dielectric response, charge transport, and breakdown process of polymer nanoc...

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Bibliographic Details
Main Authors: Zhong-Hui Shen, Zhi-Wei Bao, Xiao-Xing Cheng, Bao-Wen Li, Han-Xing Liu, Yang Shen, Long-Qing Chen, Xiao-Guang Li, Ce-Wen Nan
Format: Article
Language:English
Published: Nature Portfolio 2021-07-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-021-00578-6