Answers are grounded in this paper and cite their sources.
This study demonstrates a machine learning approach to improve quality factors and emissions in photonic devices.
We present a machine-learning-driven design, fabrication, and testing pipeline for vertically loaded diamond microdisk resonators. This system achieves a 80% agreement between simulated and measured quality factors and far-field emission profiles, addressing photonic device performance and predictions discrepancies.
No takes yet. Share an insight, caveat, or question.
Duan et al. (2025) studied this question.
Synapse has enriched 8 closely related papers on similar clinical questions. Consider them for comparative context: