A Machine Learning based Study of Vertically Loaded Diamond Microdisk Resonator
At a Glance
Section titled āAt a Glanceā| Metadata | Details |
|---|---|
| Publication Date | 2025-01-01 |
| Authors | Yuqin Duan, Christopher Espitia-Alvarez, Yong Hu, Hanfeng Wang, Kevin C. Chen |
Abstract
Section titled āAbstractāWe 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.