10967/123 - QDB Compounds

QsarDB Repository

Saldana, D. A.; Starck, L.; Mougin, P.; Rousseau, B.; Pidol, L.; Jeuland, N.; Creton, B. Flash Point and Cetane Number Predictions for Fuel Compounds Using Quantitative Structure Property Relationship (QSPR) Methods. Energy Fuels 2011, 25, 9, 3900–3908.

Compound

ID:401
Name:dimethyl propanedioate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C5H8O4/c1-8-4(6)3-5(7)9-2/h3H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
363.15

experimental value

344.83

FP_PLS-MD: PLS-MD model for flash point (Training set)

356

FP_SVM-GD: SVM-GD model for flash point (Training set)

370.38

FP_NN-MD: NN-MD model for flash point (Training set)

350.41

FP_NN-GD: NN-GD model for flash point (Training set)

355.41

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
-3.06

CN_SVM-GD: SVM-GD model for cetane number (Prediction set)

1.91

CN_SVM-MD: SVM-MD model for cetane number (Prediction set)

-13.01

CN_NN-MD: NN-MD model for cetane number (Prediction set)

64.04

CN_GRNN-MD: GRNN-MD model for cetane number (Prediction set)

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