Data-efficient optimization of thermally-activated polymer actuators through machine learning

For applications in soft robotics and smart textiles, thermally-activated, twisted, and coiled polymer actuators can offer high mechanical actuation with proper optimization of their processing conditions. However, optimization is often aggravated by the potentially high number of processing variabl...

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Bibliographic Details
Main Authors: Yuhao Zhang, Maija Vaara, Azin Alesafar, Duc Bach Nguyen, Pedro Silva, Laura Koskelo, Jussi Ristolainen, Matthias Stosiek, Joakim Löfgren, Jaana Vapaavuori, Patrick Rinke
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Materials & Design
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Online Access:http://www.sciencedirect.com/science/article/pii/S0264127525003284
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