Predicting broadband resonator-waveguide coupling for microresonator frequency combs through fully connected and recurrent neural networks and attention …

M Soroush, E Simsek, G Moille, K Srinivasan… - ACS …, 2023 - ACS Publications
Broadband microresonator frequency combs are being intensely pursued for deployable
technologies like optical atomic clocks. Spectral features, such as the dispersion in their …

Attention mechanisms for broadband feature prediction for electromagnetic and photonic applications

E Simsek, M Soroush, G Moille… - European Quantum …, 2023 - opg.optica.org
Ring resonators are widely used in optics and photonics as critical elements of optical
modulators, filters, switches, sensors, and lasers [1]. Light is typically coupled in and out of …