10967/123 - QDB Compounds

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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:602
Name:tert-butyl butanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C8H16O2/c1-5-6-7(9)10-8(2,3)4/h5-6H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
320

experimental value

290.25

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

317.26

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

308.24

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

315.24

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

307.75

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
14.04

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

21.34

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

33.36

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

41.65

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

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