Optimization of lead-free CsSnBr <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si245.svg" display="inline" id="d1e2867"> <mml:msub> <mml:mrow/> <mml:mrow> <mml:mn>3</mml:mn> </mml:mrow> </mml:msub> </mml:math> -based perovskite solar cells via SCAPS-1D simulations and machine learning models
A. El Badraoui, Taoufik Chargui, A. Elkhou, Bilal Mokhtari, Ramzi El Idrissi, Lahcen El Amri, H. Ez‐Zahraouy, N. Tahiri
Topics & Concepts
Perovskite (structure)Photovoltaic systemArtificial intelligenceMachine learningMaterials scienceComputer scienceEnergy conversion efficiencyPerceptronThermalArtificial neural networkOptoelectronicsPerovskite solar cellElectronic engineeringPower (physics)Solar cellMultilayer perceptronPredictive modellingRandom forestPhotovoltaicsSolar powerAlgorithmMultiscale modelingHalideHeterojunctionSupport vector machineCarrier lifetimePerovskite Materials and ApplicationsHeusler alloys: electronic and magnetic propertiesMachine Learning in Materials Science