Litcius/Paper detail

A novel unambiguous strategy of molecular feature extraction in machine learning assisted predictive models for environmental properties

Zihao Wang, Yang Su, Saimeng Jin, Weifeng Shen, Jingzheng Ren, Xiangping Zhang, James H. Clark

2020Green Chemistry41 citationsDOIOpen Access PDF

Abstract

A novel strategy of molecular feature extraction coupling with the machine learning algorithm for developing predictive models of environmental properties.

Topics & Concepts

Computer scienceFeature (linguistics)Artificial intelligenceExtraction (chemistry)Coupling (piping)Feature extractionMachine learningChemistryEngineeringChromatographyPhilosophyLinguisticsMechanical engineeringChemistry and Chemical EngineeringComputational Drug Discovery MethodsProcess Optimization and Integration