Evaluating Wear Volume of Oligoether Esters with an Interpretable Machine Learning Approach
Hanwen Wang, Chunhua Zhang, Xiaowen Yu, Yangyang Li
Topics & Concepts
InterpretabilityQuantitative structure–activity relationshipRandom forestMolecular descriptorArtificial intelligencePredictive powerMaterials scienceMachine learningLubricationLinear regressionComputer scienceBiological systemPattern recognition (psychology)MathematicsComposite materialEpistemologyBiologyPhilosophyLubricants and Their AdditivesComputational Drug Discovery MethodsChemical Thermodynamics and Molecular Structure