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Automatic strain sensor design via active learning and data augmentation for soft machines

Nature.com
 2022-01-26

Cover picture for the articleEmerging soft machines require high-performance strain sensors to achieve closed-loop feedback control. Machine learning is a versatile tool to uncover complex correlations between fabrication recipes and sensor performance at the device level. Here a three-stage machine learning framework was realized for a high-accuracy prediction model capable of automating the design of...

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