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About

Ziwei Xia is a leading researcher at the intersection of robotic manipulation and tactile sensing, whose work is fundamentally reshaping how robotic hands perceive and interact with their environment. Her research centers on developing novel sensory systems—including magnetic, capacitive, and optical sensors—that endow robots with a human-like sense of touch. Xia’s major contributions include pioneering soft magnetic fingertip designs with particle-jamming structures that simultaneously enable tactile perception and robust grasping, a breakthrough that addresses the longstanding challenge of handling small or delicate objects. Her work on multipole magnetic tactile sensors, combined with metalearning models, has advanced contact shape and pose recognition far beyond single-point force estimation. With over 166 citations across her most influential papers, Xia’s impact is evident in her widely-cited 2022 review on sensory perception for dexterous manipulation, which serves as a foundational resource for the field. Her innovative petal-array capacitive tactile sensor, inspired by human Merkel cells, and her tendon-driven hand designs with soft optical tension sensors demonstrate a rare ability to bridge bio-inspiration with practical engineering. Xia’s research is not merely academic—it is building the sensory foundation for the next generation of dexterous robots that can safely and effectively work alongside humans.