pereira-elizabeth/Machine-Learning-to-extract-intrinsic-parameters-for-a-PIC-platform-: Initial release – ML extraction of intrinsic parameters in PICs

This release contains the code and notebooks accompanying the manuscript on machine-learning-based extraction of onsite losses and resonant frequency shifts in programmable photonic integrated circuits. The repository includes: Jupyter notebooks for Cases A, B, and C Source code for data loading, model definitions, training, and theory generation An environment.yml file for reproducibility