Metasurface-integrated optofluidic sensing enabled by artificial vision intelligence for identifying liquid chemicals

The currently used liquid identification techniques are costly, cumbersome, and spectrometer-reliant. In this study, a compact, accurate, and cost-effective method for identifying liquids was presented using visual intelligence algorithms and a metasurface-incorporated optofluidic device incorporated.