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15 August 2023 AI-based solution for robust detection with optical microresonators
Anton Saetchnikov, Ben Luis Hack, Daniel Vonk, Tobias Glasmachers, Axel Mosig, Andreas Ostendorf
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Proceedings Volume 12618, Optical Measurement Systems for Industrial Inspection XIII; 1261803 (2023) https://doi.org/10.1117/12.2673775
Event: SPIE Optical Metrology, 2023, Munich, Germany
Abstract
AI-based solution for sensing of dynamical processes with optical microresonators to enable automatic and self-adjusting predictions of the probed parameters is proposed. The sensing chip is characterized by dense packaging of more than one thousand individual spherical microcavities with strong spectral variations grouped on up to 10 sensing areas of different functionalities. Spectral diversity of microresonators supplemented with different deep learning models have been utilized to ensure detection of small entities of biochemical nature in the complex aqueous environment.
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Anton Saetchnikov, Ben Luis Hack, Daniel Vonk, Tobias Glasmachers, Axel Mosig, and Andreas Ostendorf "AI-based solution for robust detection with optical microresonators", Proc. SPIE 12618, Optical Measurement Systems for Industrial Inspection XIII, 1261803 (15 August 2023); https://doi.org/10.1117/12.2673775
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KEYWORDS
Microresonators
Sensors
Multiplexing
Optical microcavities
Antibodies
Image processing
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