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Molecular graph-based deep learning method for predicting multiple physical properties of alternative fuel components

Jinpeng Liu, Siyuan Gong, Hongwei Li, Guozhu Liu

2021Fuel20 citationsDOI

Topics & Concepts

Boiling pointFlash pointArtificial neural networkGraphComputer scienceMean absolute percentage errorGraph isomorphismApproximation errorMean absolute errorMean squared errorArtificial intelligenceAlgorithmPattern recognition (psychology)MathematicsStatisticsThermodynamicsLine graphTheoretical computer sciencePhysicsComputational Drug Discovery MethodsMachine Learning in Materials ScienceThermal and Kinetic Analysis
Molecular graph-based deep learning method for predicting multiple physical properties of alternative fuel components | Litcius