Fig. 7: Inverse design framework application and experimental validation at the metamaterial level.
From: Machine learning assisted design of shape-programmable 3D kirigami metamaterials

Photo credit: a Kirigami metatexture for tunable trapping. Photo of bee courtesy of Annette Meyer. b Kirigami metatexture for tunable wet contact angle. Optical photography by Stan Shebs, under CC BY-SA 3.0 license, and SEM micrograph adapted from ref. 24. c Kirigami metatexture for solar tracking. Photo of daisies courtesy of jhening. d Kirigami metatexture for flexible imagers. Photo of scallop courtesy of David Moynahan Photography. All pictures were used with permission from the authors or under an appropriate license.