A differentiable design framework that integrates both geometrical and magnetomechanical analyses to inversely program the shape morphing in magnetically actuated kirigami is proposed, achieving intricate shapes and multistate transitions.
- Liwei Wang
- Yilong Chang
- Wei Chen