Data driven approaches in nanophotonics: A review of AI-enabled metadevices

Key Points

• The integration of artificial intelligence enhances the optimization of nanophotonic metadevices.
• Advanced design strategies derived from data-driven approaches significantly improve device performance.
• A model-centric perspective helps in synthesizing effective design methods within nanophotonics.
• This review emphasizes the transformative power of data-driven techniques in nanophotonic applications.