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Fast, easy-to-use, machine learning-developed models of prediction of flash point, heat of combustion, and lower and upper flammability limits for inherently safer design

Sunhwa Park, James P. Bailey, Hans J. Pasman, Qingsheng Wang, Mahmoud M. El‐Halwagi

2021Computers & Chemical Engineering19 citationsDOI

Topics & Concepts

Flash pointFlammabilityFlammability limitCombustionQuantitative structure–activity relationshipComputer scienceAlgorithmPredictive modellingLimit (mathematics)Linear regressionMachine learningArtificial neural networkMathematicsBiological systemChemistryThermodynamicsPhysicsOrganic chemistryMathematical analysisBiologyThermal and Kinetic AnalysisComputational Drug Discovery MethodsRisk and Safety Analysis
Fast, easy-to-use, machine learning-developed models of prediction of flash point, heat of combustion, and lower and upper flammability limits for inherently safer design | Litcius