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AI-Enabled Piezoelectric Wearable for Joint Torque Monitoring

Authors: Jinke Chang; Jinchen Li; Jiahao Ye; Bowen Zhang; Jianan Chen; Yunjia Xia; Jingyu Lei; Tom Carlson; Rui Loureiro; Alexander M. Korsunsky; Jin-Chong Tan; Hubin Zhao

DOI: 10.1007/s40820-025-01753-wStatus: Verified Translated Edition
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Key Findings in This Report

• AI-enabled wearable with BNNT-based piezoelectric film enables accurate joint torque sensing. • Inverse-designed structure optimizes biomechanical compatibility for enhanced knee motion tracking. • High-sensitivity BNNTs/PDMS composite allows precise and dynamic knee motion signal detection. • Lightweight neural network processes complex signals for accurate torque, angle, and load estimation.