C60 Solubility in Organic Solvents

 

[1] Huanxiang Liu,  Xiaojun Yao,  Ruisheng Zhang,  Mancang Liu, Zhide Hu, and Botao Fan Accurate Quantitative Structure-Property Relationship Model To Predict the Solubility of C60 in Various Solvents Based on a Novel Approach Using a Least-Squares Support Vector Machine J. Phys. Chem. B 2005, 109, 20565-20571

 

[2] M.V. Korobov, A.L. Smith Solubility of the fullerenes (Chapter 2) in book “Fullerenes: Chemistry, Physics, and Technology”, Edited by K.M. Kadish, R.S. Ruoff, Wiley Inter Science, 2000, pp 55-56

 

Solubility of C60 in Organic Solvents at T=298 K

 

Outliers of the test set

Outliers of the training set

 

NN

                 Solvent

logSexp

CAS number

2D structure

SMILES

  1.  

pentane

 

-6.1

 

109-66-0

CCCCC

 

  1.  

hexane

 

-5.1

 

110-54-3

CCCCCC

 

  1.  

octane

 

-5.2

 

111-65-9

CCCCCCCC

 

  1.  

isooctane

 

-5.2

 

26635-64-3

CC(C)CCCCC

 

  1.  

decane

 

-4.7

 

124-18-5

CCCCCCCCCC

 

  1.  

dodecane

 

-3.5

 

112-40-3

CCCCCCCCCCCC

 

  1.  

tetradecane

 

-4.3

 

629-59-4

CCCCCCCCCCCCCC

 

  1.  

cyclopentane

 

-6.6

 

287-92-3

C1CCCC1

 

  1.  

cyclohexane

 

-5.3

 

110-82-7

C1CCCCC1

 

  1.  

cis-decahydronaphthalene

 

-3.3

 

493-01-6

C1CCC2CCCCC2C1

 

  1.  

trans-decahydronaphthalene

 

-3.5

 

493-02-7

C1CCC2CCCCC2C1

 

  1.  

cyclopentyl bromide

 

-4.2

 

137-43-9

BrC1CCCC1

 

  1.  

cyclohexyl chloride

 

-4.1

 

542-18-7

ClC1CCCC1

 

  1.  

cyclohexyl bromide

 

-3.4

 

108-85-0

BrC1CCCCC1

 

  1.  

cyclohexyl iodide

 

-2.8

 

626-62-0

IC1CCCCC1

 

  1.  

1,2-dibromocyclohexane

 

-2.6

 

5401-62-7

BrC1CCCCC1Br

 

  1.  

cyclohexene

 

-3.8

 

110-83-8

C1\C=C/CCC1

 

  1.  

1-methyl-1-cyclohexene

 

-3.8

 

591-49-1

CC=1CCCCC=1

 

  1.  

methylcyclohexane

 

-4.5

 

108-87-2

CC1CCCCC1

 

  1.  

cis-1,2-dimethylcyclohexane

 

-4.6

 

2207-01-4

CC1CCCCC1C

 

  1.  

trans-1,2-dimethylcyclohexane

 

-4.6

 

6876-23-9

CC1CCCCC1C

 

  1.  

ethylcyclohexane

 

-4.3

 

1678-91-7

CCC1CCCCC1

 

  1.  

dichloromethane

 

-4.6

 

75-09-2

ClCCl

 

  1.  

chloroform

 

-4.8

 

67-66-3

ClC(Cl)Cl

 

  1.  

carbon tetrachloride

 

-4.4

 

56-23-5

ClC(Cl)(Cl)Cl

 

  1.  

dibromomethane

 

-4.5

 

74-95-3

BrCBr

 

  1.  

bromoform

 

-3.2

 

75-25-2

BrC(Br)Br

 

  1.  

iodomethane

 

-4.2

 

74-88-4

CI

 

  1.  

diiodomethane

 

-4.8

 

 75-11-6

ICI

 

  1.  

bromochloromethane

 

-4.2

 

74-97-5

BrCCl

 

  1.  

bromoethane

 

-5.2

 

74-96-4

BrCC

 

  1.  

iodoethane

 

-4.5

 

75-03-6

CCI

 

  1.  

1,1,2,2-tetrachloroethane

 

-3.1

 

79-34-5

ClC(Cl)C(Cl)Cl

 

  1.  

1,1,2-trichlorotrifluoroethane

 

-5.6

 

76-13-1

ClC(F)(F)C(Cl)(Cl)F

 

  1.  

1,2-dichloroethane

 

-5

 

107-06-2

ClCCCl

 

  1.  

1,2-dibromoethane

 

-4.2

 

106-93-4

BrCCBr

 

  1.  

1,1,1-trichloroethane

 

-4.7

 

71-55-6

CC(Cl)(Cl)Cl

 

  1.  

1-chloropropane

 

-5.6

 

540-54-5

CCCCl

 

  1.  

1-bromopropane

 

-5.2

 

106-94-5

BrCCC

 

  1.  

1-iodopropane

 

-4.6

 

107-08-4

CCCI

 

  1.  

2-chloropropane

 

-5.9

 

75-29-6

CC(C)Cl

 

  1.  

2-bromopropane

 

-5.4

 

75-26-3

BrC(C)C

 

  1.  

2-iodopropane

 

-4.8

 

75-30-9

CC(C)I

 

  1.  

1,2-dichloropropane

 

-4.9

 

78-87-5

CC(Cl)CCl

 

  1.  

1,3-dichloropropane

 

-4.8

 

142-28-9

ClCCCCl

 

  1.  

1,2-dibromopropane

 

-4.3

 

78-75-1

BrC(C)CBr

 

  1.  

1,3-dibromopropane

 

-4.2

 

109-64-8

BrCCCBr

 

  1.  

1,3-diiodopropane

 

-3.4

 

627-31-6

ICCCI

 

  1.  

1,2,3-tribromopropane

 

-2.9

 

96-11-7

BrC(CBr)CBr

 

  1.  

1,2,3-trichloropropane

 

-4

 

96-18-4

ClCC(Cl)CCl

 

  1.  

1-bromo-2-methylpropane

 

-4.9

 

78-77-3

CC(C)CBr

 

  1.  

1-chloro-2-methylpropane

 

-5.4

 

513-36-0

CC(C)CCl

 

  1.  

1-iodo-2-methylpropane

 

-4.3

 

513-38-2

CC(C)CI

 

  1.  

2-chloro-2-methylpropane

 

-5.7

 

507-20-0

CC(C)(C)Cl

 

  1.  

2-bromo-2-methylpropane

 

-5

 

507-19-7

BrC(C)(C)C

 

  1.  

2-iodo-2-methylpropane

 

-4.4

 

558-17-8

CC(C)(C)I

 

  1.  

1,2-dibromoethylene

 

-3.7

 

540-49-8

Br\C=C\Br

 

  1.  

trichloroethylene

 

-3.8

 

79-01-6

Cl\C=C(/Cl)Cl

 

  1.  

tetrachloroethylene

 

-3.8

 

127-18-4

Cl/C(Cl)=C(/Cl)Cl

 

  1.  

1-chloro-2-methylpropene

 

-4.5

 

513-37-1

C/C(C)=C\Cl

 

  1.  

benzene

 

-4

 

71-43-2

c1ccccc1

 

  1.  

toluene

 

-3.4

 

108-88-3

Cc1ccccc1

 

  1.  

1,2-dimethylbenzene

 

-2.9

 

95-47-6

Cc1ccccc1C

 

  1.  

1,3-dimethylbenzene

 

-3.3

 

108-38-3

Cc1cccc(C)c1

 

  1.  

1,4-dimethylbenzene

 

-3.3

 

106-42-3

Cc1ccc(C)cc1

 

  1.  

1,2,3-trimethylbenzene

 

-3.1

 

526-73-8

Cc1cccc(C)c1C

 

  1.  

1,2,4-trimethylbenzene

 

-2.5

 

95-63-6

Cc1cc(C)c(C)cc1

 

  1.  

1,3,5-trimethylbenzene

 

-3.5

 

108-67-8

Cc1cc(C)cc(C)c1

 

  1.  

1,2,3,4-tetramethylbenzene

 

-2.9

 

488-23-3

Cc1ccc(C)c(C)c1C

 

  1.  

1,2,3,5-tetramethylbenzene

 

-2.4

 

527-53-7

Cc1cc(C)c(C)c(C)c1

 

  1.  

tetralin

 

-2.5

 

119-64-2

c1ccc2CCCCc2c1

 

  1.  

ethylbenzene

 

-3.4

 

100-41-4

CCc1ccccc1

 

  1.  

n-propylbenzene

 

-3.5

 

103-65-1

CCCc1ccccc1

 

  1.  

iso-propylbenzene

 

-3.6

 

98-82-8

CC(C)c1ccccc1

 

  1.  

n-butylbenzene

 

-3.4

 

104-51-8

CCCCc1ccccc1

 

  1.  

sec-butylbenzene

 

-3.6

 

135-98-8

CCC(C)c1ccccc1

 

  1.  

tert-butylbenzene

 

-3.7

 

98-06-6

CC(C)(C)c1ccccc1

 

  1.  

fluorobenzene

 

-4.1

 

462-06-6

Fc1ccccc1

 

  1.  

chlorobenzene

 

-3

 

108-90-7

Clc1ccccc1

 

  1.  

bromobenzene

 

-3.3

 

108-86-1

Brc1ccccc1

 

  1.  

iodobenzene

 

-3.5

 

591-50-4

Ic1ccccc1

 

  1.  

1,2-dichlorobenzene

 

-2.4

 

95-50-1

Clc1ccccc1Cl

 

  1.  

1,3-dichlorobenzene

 

-3.4

 

541-73-1

Clc1cccc(Cl)c1

 

  1.  

1,2-dibromobenzene

 

-2.6

 

583-53-9

Brc1ccccc1Br

 

  1.  

1,3-dibromobenzene

 

-2.6

 

108-36-1

Brc1cccc(Br)c1

 

  1.  

1-bromo-2-chloro-benzene

 

-2.4

 

694-80-4

Clc1ccccc1Br

 

  1.  

1-bromo-3-chloro-benzene

 

-3

 

108-37-2

Clc1cc(Br)ccc1

 

  1.  

1,2,4-trichlorobenzene

 

-2.8

 

120-82-1

Cl/C/1=C/C(Cl)C(Cl)\C=C\1

 

  1.  

styrene

 

-3.2

 

100-42-5

C=Cc1ccccc1

 

  1.  

o-cresol

 

-5.7

 

95-48-7

Cc1ccccc1O

 

  1.  

nitrobenzene

 

-3.9

 

98-95-3

[O-][N+](=O)c1ccccc1

 

  1.  

benzonitrile

 

-4.2

 

100-47-0

N#Cc1ccccc1

 

  1.  

anisole

 

-3.1

 

100-66-3

COc1ccccc1

 

  1.  

benzaldehyde

 

-4.2

 

100-52-7

O=Cc1ccccc1

 

  1.  

phenyl isocyanate

 

-3.4

 

103-71-9

O=C=N/c1ccccc1

 

  1.  

2-nitrotoluene

 

-3.4

 

88-72-2

O=[N+]([O-])c1ccccc1C

 

  1.  

3-nitrotoluene

 

-3.4

 

99-08-1

O=[N+]([O-])c1cccc(C)c1

 

  1.  

thiophenol

 

-3

 

108-98-5

Sc1ccccc1

 

  1.  

benzyl chloride

 

-3.4

 

100-44-7

ClCc1ccccc1

 

  1.  

benzyl bromide

 

-3.1

 

100-39-0

BrCc1ccccc1

 

  1.  

trichlorotoluene

 

-3

 

30583-33-6

ClC(Cl)(Cl)c1ccccc1

 

  1.  

1-methylnaphthalene

 

-2.2

 

90-12-0

Cc2cccc1ccccc12

 

  1.  

dimethylnaphthalene

 

-2.1

 

28804-88-8

Cc1c2ccccc2ccc1C

 

  1.  

1-phenylnaphthalene

 

-1.9

 

605-02-7

c1cc(c2ccccc2c1)c3ccccc3

 

  1.  

1-chloronaphthalene

 

-2

 

90-13-1

Clc2cccc1ccccc12

 

  1.  

1-bromo-2-methylnapthalene

 

-2.1

 

2586-62-1

Cc2ccc1ccccc1c2Br

 

  1.  

ethanol

 

-7.1

 

64-17-5

CCO

 

  1.  

1-propanol

 

-6.4

 

71-23-8

CCCO

 

  1.  

1-butanol

 

-5.9

 

71-36-3

CCCCO

 

  1.  

1-pentanol

 

-5.3

 

71-41-0

CCCCCO

 

  1.  

1-hexanol

 

-5.1

 

111-27-3

CCCCCCO

 

  1.  

1-octanol

 

-5

 

111-87-5

CCCCCCCCO

 

  1.  

nitroethane

 

-6.7

 

79-24-3

[O-][N+](=O)CC

 

  1.  

acetone

 

-7

 

67-64-1

CC(C)=O

 

  1.  

n-butylamine

 

-3.3

 

109-73-9

CCCCN

 

  1.  

acrylonitrile

 

-6.4

 

107-13-1

C=CC#N

 

  1.  

2-methoxyethyl ether

 

-5.2

 

111-96-6

COCCOCCOC

 

  1.  

N,N-dimethylformamide

 

-5.3

 

68-12-2

CN(C)C=O

 

  1.  

tetrahydrothiophene

 

-5.4

 

110-01-0

C1CCCS1

 

  1.  

thiophene

 

-4.4

 

110-02-1

c1cccs1

 

  1.  

2-methylthiophene

 

-3

 

554-14-3

Cc1cccs1

 

  1.  

N-methyl-2-pyrrolidone

 

-3.9

 

872-50-4

O=C1CCCN1C

 

  1.  

pyridine

 

-4

 

110-86-1

c1ccccn1

 

  1.  

quinoline

 

-2.9

 

91-22-5

c1cccc2cccnc12

 

  1.  

aniline

 

-3.9

 

62-53-3

Nc1ccccc1

 

  1.  

N-methylaniline

 

-3.8

 

100-61-8

CNc1ccccc1

 

  1.  

N,N-dimethylaniline

 

-3.2

 

121-69-7

CN(C)c1ccccc1

 

  1.  

1,5,9-cyclododecatriene

 

-2.7

 

4904-61-4

C1\C=C/CC\C=C/CC/C=C\C1