AI and symmetry speed design of sound-absorbing fabrics

Woven textiles can do more than provide softness and strength. Their microscopic arrangement of yarns can also influence how sound travels through a material. However, finding suitable over-and-under yarn patterns is a difficult design problem. Even a 10-by-10 weave has more possible arrangements than could realistically be tested individually, while a detailed acoustic simulation can take more than an hour.