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Graphene metasurface biosensor design for label-free peptide detection with machine learning optimization based on support vector regression with polynomial kernel

Jacob Wekalao, Osamah Alsalman, Shobhit K. Patel

2025Diamond and Related Materials24 citationsDOI

Topics & Concepts

BiosensorGrapheneSupport vector machineKernel (algebra)PolynomialKernel methodPolynomial regressionRegressionPolynomial kernelComputer scienceMathematical optimizationNanotechnologyArtificial intelligenceMaterials scienceMathematicsRegression analysisMachine learningCombinatoricsMathematical analysisStatisticsAdvanced biosensing and bioanalysis techniquesMolecular Communication and NanonetworksPlasmonic and Surface Plasmon Research
Graphene metasurface biosensor design for label-free peptide detection with machine learning optimization based on support vector regression with polynomial kernel | Litcius