Photonic Crystals

Machine Learning Models for Photonic Crystals Band Diagram Prediction and Gap Optimisation

Data-driven methods of machine learning (ML) have attracted a lot of interest in various fields of physics. Inverse design and optimisation of structured optical metamaterials such as photonic crystals, metasurfaces, and other nanostructured …