Machine learning with knowledge constraints for design optimization of microring resonators as a quantum light source

Abstract With careful design and integration, microring resonators can serve as a promising foundation for developing compact and scalable sources of non-classical light for quantum information processing. However, the current design flow is hindered by computational challenges and a complex, high-d...

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Bibliographic Details
Main Authors: Parisa Sadeghli Dizaji, Hamidreza Habibiyan
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-84560-4
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