Table 3 The properties of ionic liquids utilized in machine-learning models.

From: Application of machine learning techniques to the modeling of solubility of sugar alcohols in ionic liquids

Ionic liquid

Molecular weight (kg/kmol)

Density (g/cm3)

Source

[EMIM][DCA]

177.21

1.108

70

[BMIM][DCA]

205.26

1.060

71

[EMIM][TFA]

224.18

1.291

72

[EMIM][EtSO4]

236.29

1.236

73

[C1C1IM][N(CN)2]

189.22

1.109

39

[C2OHC1IM][N(CN)2]

193.21

1.095

*

[C3CNC1IM][N(CN)2]

216.24

1.271

*

[C2ClC1IM][N(CN)2]

211.65

1.238

39

[EMIM][MeOEtOEtSO4]

310.37

1.168

*

[BMIM][HSO4]

236.29

1.220

74

[BMIM][SCN]

197.30

1.070

75

[BMIM][C(CN)3]

229.28

1.059

*

[MMIM](MeO)2PO2

222.18

1.265

42

[C2MIM][Ac]

170.21

1.099

76

[EMIM][SCN]

169.25

1.116

75

[C4C1IM][CF3CO2]

252.24

1.212

77

[C4C1IM][(OCH3)2PO4]

264.26

1.160

78

[MIMC3N111][N(CN)2]2

315.38

1.153

41

[DMIM][MPh]

192.15

1.068

*

[BMIM][Cl]

174.67

1.074

79

[EtOHMIM][Cl]

162.62

1.331

*

  1. *Estimated by group contribution methods26,80,81.
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