AI-assisted characterization of piezoelectric behavior in hydroxyapatite-graphene nanocomposites for smart bioceramic applications

Key Points

• Enhanced piezoelectric behavior was observed in the hydroxyapatite-graphene nanocomposites, indicating promising applications.
• The study specifically measured piezoelectric characteristics using AI-assisted techniques across various samples.
• Analyses involved sophisticated AI methods for characterizing nanocomposite interactions and performance.
• This work highlights the potential of smart materials in biomedical fields, although further research is necessary for practical applications.