RETRACTED: Enhancing pipa tuning stability with piezoelectric materials: An adaptive system for real-time performance adjustment.

In Fig 7a , adjustment responses show a decreasing trend with rising humidity, particularly after 60% RH, indicating that the NFIS compensates for increased string slackness in high-humidity environments.

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