Exploring high-performance viscosity index improver polymers via high-throughput molecular dynamics and explainable AI

Exploring high-performance viscosity index improver polymers via high-throughput molecular dynamics and explainable AI

Abstract Data-driven material innovation has the potential to revolutionize the traditional Edisonian process and significantly shorten development cycles. However, the scarcity of data in materials science and the poor interpretability of machine learning pose serious obstacles to the adoption of t...

书目详细资料
Main Authors:	Rui Zhou, Luyao Bao, Weifeng Bu, Feng Zhou
格式:	文件
语言:	English
出版:	Nature Portfolio 2025-03-01
丛编:	npj Computational Materials
在线阅读:	https://doi.org/10.1038/s41524-025-01539-z

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