Inverse design and additive manufacturing of shape-morphing structures based on functionally graded composites

Hirak Kansara, Mingchao Liu, Yinfeng He, Wei Tan · arXiv · 2023

An inverse design method controls local bending stiffness in functionally graded composites to produce kirigami-like shape-morphing structures that match target 3D shapes in simulations and experiments.

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Plain English summary

Shape-morphing structures can change from a flat (2D) form into a 3D target shape. The paper discusses a fabrication paradigm where cuts are programmed in a thin sheet (kirigami) and the structure forms the desired 3D shape under external mechanical load. The authors propose an inverse design strategy that changes how stiff the structure bends by using functionally graded composites (FGCs). By controlling the longitudinal modulus of each cross-sectional slice (via a rule of mixtures), they aim to match a required modulus distribution along the elastic strip. Using this framework, they generate a variety of morphing structures with different Gaussian curvatures. They report strong agreement between measured morphed shapes and the target shapes, and they also examine compressive rigidity and energy absorption for hemi-ellipsoidal morphing structures with different aspect ratios, comparing numerical results with experiments. Finally, they use systematic numerical simulations to argue for multifunctionality of modulus-graded shape-morphing composites and emphasize local, precise control of material properties.

Why this matters

A novel inverse design framework that tailors shape-morphing outcomes by programming distributed modulus in functionally graded composites, enabling local control of material properties to achieve target 3D morphing shapes. The abstract reports experiments and numerical validation, but does not provide evidence of prototype deployment, field testing, or commercialization.

Key findings

  • Inverse design is achieved by introducing distributed modulus in functionally graded composites to match a target bending stiffness profile.
  • Modulus distribution along the elastic strip is controlled slice-by-slice using the rule of mixtures.
  • A range of shape-morphing structures with different Gaussian curvatures are produced.
  • Measured morphed shapes show very good agreement with target structures.
  • Compressive rigidity and specific energy absorption of FGC-based hemi-ellipsoidal morphing structures are examined numerically and validated against experiments.

Limitations

The abstract does not specify the range of loading conditions, durability/cycling performance, manufacturing constraints, or which physical environments are considered for the claimed multi-physical environments.

Publication

Publisher
arXiv
Publication date
July 11, 2023
Research type
Preprint
arXiv
2307.05805
Access
open

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Method note: Summaries and ratings on this page are generated by AI from the abstract only. Read the original paper for full context. · Model: gpt-5.4-nano-2026-03-17