Publications by authors named "Rutger Schrijver"
Opt Express
September 2023
Article Synopsis
- The authors introduce a method that uses unsupervised machine learning to improve the classification of wave confinement dimensionality, building on their previous work.
- They apply k-means++ and a new model-based algorithm to analyze 3D superlattices of cavities in a photonic band gap crystal and compare the results with direct scaling methods.
- The study finds that using direct scaling first to identify dimensionality, followed by their model-based clustering, yields the most accurate results.
