Machine learning optimizes growth and geometry for on-chip microring lasers to achieve 100% yield, 73% lower threshold variance, and median 16 μJ cm^{-2} pulse^{-1} threshold at 1333 nm.
Quantum-dot-based deter- ministic photon–emitter interfaces for scalable photonic quantum technology.Nature Nanotechnology2021,16, 1308–1317
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Closing the Loop in Epitaxy with Machine Learning: Joint Optimization of Growth and Geometry in On-Chip Lasers
Machine learning optimizes growth and geometry for on-chip microring lasers to achieve 100% yield, 73% lower threshold variance, and median 16 μJ cm^{-2} pulse^{-1} threshold at 1333 nm.