Accelerating stability of ABX3 perovskites analysis with machine learning
Yunlai Zhu, Jishun Zhang, Zihan Qu, Shuo Jiang, Yu Liu, Zuheng Wu, Fei Yang, Wei Hu, Zuyu Xu, Yuehua Dai
Topics & Concepts
Perovskite (structure)Gradient boostingBoosting (machine learning)Stability (learning theory)Materials scienceMachine learningArtificial intelligenceRegression analysisBand gapClassifier (UML)Support vector machinePhotovoltaic systemRegressionComputer scienceMathematicsStatisticsCrystallographyOptoelectronicsChemistryEngineeringRandom forestElectrical engineeringPerovskite Materials and ApplicationsMachine Learning in Materials ScienceChalcogenide Semiconductor Thin Films