Mechanism-guided machine learning for predicting heavy metal adsorption
Yaorong Shu, Ziyue Tian, Xiaoyu Lin, Wenhao Li, Jingjing Zhao, Juan Mao, Feixiang Zan, Xiejuan Lu, Xiaohui Wu
Topics & Concepts
AdsorptionComputer scienceMachine learningRefining (metallurgy)Density functional theoryArtificial intelligenceChemistryBoosting (machine learning)Process engineeringApproximation errorBiological systemMetalSupport vector machineIntramolecular forceGrid cellGridGradient boostingMaterials scienceBiochemical engineeringYield (engineering)Metal-organic frameworkPower gridKey (lock)Selection (genetic algorithm)Feature selectionPower (physics)Adsorption and biosorption for pollutant removalMachine Learning in Materials SciencePhosphorus and nutrient management