Machine learning assisted wrinkling design of hierarchical thin sheets

Xinghan Qiu, Yue Yin,Jiawei Zhang, Haotian Wang,Huifeng Tan,Yuanpeng Liu,Changguo Wang

Computational Materials Science（2022）

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摘要

This study provides a novel mechanism and strategies for wrinkling design by machine learning, broadening the promising wrinkling application of hierarchical or programmable thin sheets.

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关键词

Wrinkling,Hierarchical thin sheets,Entropy of wrinkle,Machine learning

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