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Author

Mahmood Chahari

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Open access Sep 2026

Machine Learning-Based Force and Activity Recognition in Total Knee Replacement Using Hybrid Triboelectric/Piezoelectric PVDF Sensors

Smart orthopedic implants require sensing systems that can monitor joint loading without increasing dependence on batteries or complex implanted electronics. Here, we report an implant-integrated hybrid triboelectric–piezoelectric nanogenerator (TPNG) built from six multilayer Cu/PVDF transducers distributed across the...

Mahmood Chahari, Emre Salman, M. Stanaćević et al. · 0 citations

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