Deep Learning Powers Next-Gen Smart Materials: Sensing, Shape-Memory, Self-Healing

How neural networks are accelerating smart material development across three critical classes. Smart materials respond to their environment: piezoelectric ceramics convert mechanical stress to electricity, shape memory polymers remember and…

Recover 90% Strength: Self-Healing Materials Hit a 12.5% CAGR

Microcapsule, vascular, and intrinsic approaches — and the chemistries that make them commercial A self-healing material restores its original properties after mechanical, thermal, or chemical damage — without human intervention.…