Combining Bayesian Optimization, SVD and Machine Learning for Advanced Optical Design

M. R. Mahani, Igor A. Nechepurenko, Thomas Flisgen +1

The design and optimization of optical components, such as Bragg gratings, are critical for applications in telecommunications, sensing, and photonic circuits. To overcome the limi…