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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Si-Zhe Zhang

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Open access Aug 2026

Research on hysteresis compensation method of piezoelectric actuator for ultra-precision drive

Piezoelectric actuators are the core driving components for active resonance and low-frequency vibration suppression of cantilever beams. However, the inherent hysteresis and creep nonlinearities of piezoelectric ceramics severely restrict positioning accuracy and vibration control performance, causing relative displac...

Bo Zhao, Henan Song, Si-Zhe Zhang et al. · 0 citations

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