Hyperparameter tuned machine learning predictions of specific capacitance of conducting polymers and their composites for high performance advanced supercapacitors
Mashqoor Alam, Samina Husain
Topics & Concepts
SupercapacitorSupport vector machineRandom forestCapacitanceMean squared errorMaterials scienceConductive polymerMultilayer perceptronPerceptronPolypyrroleComputer sciencePolymerArtificial neural networkElectrodeArtificial intelligenceMachine learningComposite materialMathematicsStatisticsChemistryPhysical chemistryPolymerizationSupercapacitor Materials and FabricationConducting polymers and applicationsAdvanced Sensor and Energy Harvesting Materials