Attention Mechanisms for Broadband Feature Prediction for Electromagnetic and Photonic Applications

Ergun Simsek; Masoud Soroush; Gregory Moille; Gregory Moille; Kartik Srinivasan; Curtis R. Menyuk

Conference on Lasers and Electro-Optics/Europe (CLEO/Europe 2023) and European Quantum Electronics Conference (EQEC 2023)
Technical Digest Series (Optica Publishing Group, 2023),
paper ed_p_8

Attention Mechanisms for Broadband Feature Prediction for Electromagnetic and Photonic Applications

Ergun Simsek, Masoud Soroush, Gregory Moille, Kartik Srinivasan, and Curtis R. Menyuk

European Quantum Electronics Conference 2023

Munich Germany
26–30 June 2023
ISBN: 979-8-3503-4599-5

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E. Simsek, M. Soroush, G. Moille, K. Srinivasan, and C. R. Menyuk, "Attention Mechanisms for Broadband Feature Prediction for Electromagnetic and Photonic Applications," in Conference on Lasers and Electro-Optics/Europe (CLEO/Europe 2023) and European Quantum Electronics Conference (EQEC 2023), Technical Digest Series (Optica Publishing Group, 2023), paper ed_p_8.

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Abstract

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 ring resonators via an adjacent waveguide through evanescent coupling. The coupling quality factor (Q_c) is wavelength-dependent, as both the spatial mode overlap and the phase mismatch vary with wavelength.

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