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Yi-Fan Ni

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Aug 2026

Inverse Design of Shape‐Programmable Morphing Surfaces With Patterned Limiting Layers via Diffusion‐Based Generative Model

Soft morphing surfaces show great potential for adaptive physical interaction, yet their inverse design remains challenging due to strong material nonlinearity and large geometric deformations. Inspired by the differential growth of Acetabularia, we develop shape‐programmable morphing surfaces (SPMS) and establish a...

Xiao-Jie Diao, Juncai Long, Xin-Qi Liu et al. · 0 citations

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