Prediction of electrochemical impedance spectroscopy of high-entropy alloys corrosion by using gradient boosting decision tree
Boxin Wei, Jin Xu, Jingyu Pang, Zheng Huang, Jiajun Wu, Zheng Cai, Mengdi Yan, Cheng Sun
Topics & Concepts
Dielectric spectroscopyMaterials scienceBoosting (machine learning)CorrosionGradient boostingDecision treeElectrical impedanceEntropy (arrow of time)AlloyElectrochemistryAnalytical Chemistry (journal)Machine learningComputer scienceMetallurgyThermodynamicsRandom forestChromatographyPhysical chemistryChemistryEngineeringPhysicsElectrodeElectrical engineeringHigh Entropy Alloys StudiesHigh-Temperature Coating BehaviorsCorrosion Behavior and Inhibition