Self-driving lab discovers high-efficiency directional incoherent emission from reconfigurable semiconductor metasurfaces
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Abstract:
We present a self-driving laboratory approach that discovered novel configurations of semiconductor metasurfaces enabling high-efficiency directional incoherent emission. By combining automated experimentation with machine learning, we identified optimal metasurface designs that achieve unprecedented control over emission directionality and efficiency, demonstrating the potential of AI-driven materials research for photonic applications.