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Design and Optimization of a Hybrid Graphene–Gold–Silver Terahertz Metasurface Biosensor for High-Sensitivity Sperm Detection with Machine Learning for Behavior Prediction

Jonas Muheki, Hussein A. Elsayed, Haifa E. Alfassam, William Ochen, Amuthakkannan Rajakannu, Ahmed Mehaney, Jacob Wekalao

2025Journal of Electronic Materials7 citationsDOI

Topics & Concepts

Terahertz radiationResonatorRefractive indexSensitivity (control systems)Figure of meritComputer scienceMultiphysicsBiosensorArtificial intelligenceMaterials scienceSplit-ring resonatorOptoelectronicsOpticsGenetic algorithmSpermSquare (algebra)Electronic engineeringModalOptimal designMetamaterialRobustness (evolution)Supervised learningRange (aeronautics)Detection limitMean squared errorLimit (mathematics)Subspace topologyMachine learningAlgorithmBiological systemAcousticsEvolutionary algorithmMetamaterials and Metasurfaces ApplicationsPlasmonic and Surface Plasmon ResearchTerahertz technology and applications
Design and Optimization of a Hybrid Graphene–Gold–Silver Terahertz Metasurface Biosensor for High-Sensitivity Sperm Detection with Machine Learning for Behavior Prediction | Litcius