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. 2026 Aug 27;31(17):3003. doi: 10.3390/molecules31173003
1,2 Prop 1,2-Propanediol
1,3 Prop 1,3-Propanediol
AARD Average absolute relative deviation
ChCl Choline chloride
DESs Deep eutectic solvents
EG Ethylene glycol
Glyc Glycerol
HBDs Hydrogen-bond donors
HBAs Hydrogen-bond acceptors
mCres m-cresol
MEA Monoethanolamine
ML Machine learning
oCres o-cresol
RMSE Root mean square error
VFT Vogel–Fulcher–Tamman
η Dynamic viscosity of DES
ηw Dynamic viscosity of pure water
R Universal gas constant
x Mole fraction of water
n HBA:HBD molar ratio
A0 Pre-exponential model parameter
E0 Base activation energy parameter
E1 Composition-dependent activation energy parameter
a12 Non-ideal interaction parameter
N Number of experimental data points