Advancing PIC Development Using Machine Learning: from Design to Fabrication to Optical Characterization

This work leverages machine learning to accelerate PIC development in design, fabrication, and optical characterization, enabling efficient design exploration, precise fabrication corrections for structural fidelity, and high-resolution optical metrology to enhance process monitoring.