A CNN-based optimizer produced diamond nanobeam cavity designs that lose less Q-factor under simulated fabrication errors, improving robustness by up to 52%.
M.; Markham, M.; M ¨ucklich, F.; others Spin measurements of NV centers coupled to a photonic crystal cavity
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Deep Learning-Optimized, Fabrication Error-Tolerant Photonic Crystal Nanobeam Cavities for Scalable On-Chip Diamond Quantum Systems
A CNN-based optimizer produced diamond nanobeam cavity designs that lose less Q-factor under simulated fabrication errors, improving robustness by up to 52%.