A fragmented-data neural network with a five-descriptor molecular basis predicts alkane boiling point, heat capacity, vapor pressure, flash point, melting point, and kinematic viscosity, and flags erroneous flash point data.
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Predicting physical properties of alkanes with neural networks
A fragmented-data neural network with a five-descriptor molecular basis predicts alkane boiling point, heat capacity, vapor pressure, flash point, melting point, and kinematic viscosity, and flags erroneous flash point data.