Gradient boosting decision tree algorithms for accelerating nanofiltration membrane design and discovery
Weijia Gong, Hangbin Xu, Jinyan Lu, Jungbin Kim, Yan Zhao, Ni Li, Yixuan Zhang, Jiaxuan Yang, Daliang Xu, Heng Liang
Topics & Concepts
NanofiltrationBoosting (machine learning)Gradient boostingDecision treeComputer scienceMembraneAlgorithmEngineeringMachine learningArtificial intelligenceChemistryRandom forestBiochemistryMembrane Separation TechnologiesGraphene and Nanomaterials ApplicationsNanopore and Nanochannel Transport Studies