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Enhancing photovoltaic parameters through anti-reflective coatings: A DFT and machine learning-based study

Abhinav Thakur, M. Victor Antony Raj, Shubham Kumar, Miran Mehta, Megha Singh, Adarsh Jain, Neeraj Goel

2025Journal of Physics and Chemistry of Solids13 citationsDOI

Topics & Concepts

Photovoltaic systemRefractive indexMaterials scienceEnergy conversion efficiencyDensity functional theoryMean squared errorAbsorption (acoustics)OptoelectronicsSolar cellOpen-circuit voltageShort circuitPerovskite (structure)Computer scienceVoltageArc (geometry)WavelengthWork (physics)Correlation coefficientRoot mean squareOpticsPower (physics)Current densityElectronic engineeringPerformance predictionPhotovoltaicsComputational physicsPower densityApproximation errorElectronic structurePerovskite Materials and ApplicationsTiO2 Photocatalysis and Solar CellsSilicon and Solar Cell Technologies
Enhancing photovoltaic parameters through anti-reflective coatings: A DFT and machine learning-based study | Litcius