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physics.optics2026
Closing the Loop in Epitaxy with Machine Learning: Joint Optimization of Growth and Geometry in On-Chip Lasers
Mihir R. Athavale, Stephen A. Church, Wei Wen Wong +4
Achieving device-to-device reproducibility is a critical bottleneck for scalable photonic integrated circuits, as subtle variations in bottom-up epitaxial growth and fabrication se…
physics.optics2024★ 1 cited
Accelerated Design of Microring Lasers with Multi-Objective Bayesian Optimization
Mihir R. Athavale, Ruqaiya Al-Abri, Stephen Church +5
On-chip coherent laser sources are crucial for the future of photonic integrated circuits, yet progress has been hindered by the complex interplay between material quality, device…