Table 4 Best materials and surface cuts for CO2 activation according to the l(C–O) and OCO indicators.

From: Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides

Material

Surface cut

l(C–O), Å

OCO, degree

Eads, eV

In l(C–O) > 1.30 Å subgroup

In OCO < 132° c. subgroup

According to l(C–O) indicator

 NaSbO3

100

1.370

125.21

−1.32

Yes

Yes

 Ga2O3

212

1.365

124.57

−1.34

 

Yes

 NaSbO3

010

1.365

125.95

−1.09

Yes

Yes

 LiSbO3

010

1.359

126.66

−1.04

 

Yes

 NaNbO3

100

1.353

125.87

−0.78

Yes

Yes

 ScAlO3

010

1.351

127.25

−1.18

 

Yes

 KSbO3

110

1.345

128.54

−0.72

Yes

Yes

 LiNbO3

100

1.344

126.23

−0.87

  

 NaNbO3

010

1.344

126.85

−0.77

Yes

Yes

 InScO3

121

1.342

126.26

−1.23

  

 CsNbO3

100

1.34

126.6

−0.87

Yes

 

 RbNbO3

111

1.338

126.61

−1.37

Yes

Yes

 CsNbO3

010

1.336

126.23

−1.11

Yes

 

 MgSnO3

100

1.334

119.84

−1.58

  

 GaAlO3

100

1.332

129.12

−1.02

 

Yes

 CaGeO3

001(GeO2-term.)

1.331

127.65

−0.75

  

 InAlO3-or.

121

1.33

130.09

−1.02

  

 ScAlO3

121

1.328

131.61

−0.86

  

 GaInO3

110

1.327

126.98

−1.34

Yes

 

 LaAlO3

110

1.327

129.38

−1.17

Yes

Yes

 CsVO3

110

1.327

126.1

−0.72

Yes

 

 KNbO3

110

1.327

128.49

−0.68

Yes

Yes

 RbVO3

110

1.326

126.04

−1.14

  

 Ga2O3

110

1.325

127.76

−1.09

 

Yes

 NaVO3

110

1.324

127.12

−0.755

Yes

 

 NaNbO3

110

1.322

128.14

−0.805

Yes

Yes

 InAlO3-rh.

110

1.318

126.83

−0.73

Yes

Yes

 LaGaO3

100

1.317

125.29

−0.97

Yes

 

 ScGaO3

010

1.314

124.68

−1.06

 

Yes

 GaInO3

120

1.313

118.41

−1.43

Yes

Yes

 MgGeO3-tetr.

001(GeO2-term.)

1.312

126.18

−1.35

  

 ScAlO3

100

1.312

122.28

−1.89

 

Yes

 YAlO3

011

1.312

127.26

−1.18

Yes

Yes

 InScO3

110

1.31

122.28

−1.54

 

Yes

 In2O3

111

1.309

128.44

−0.65

  

 InAlO3-or.

110

1.309

127.2

−0.66

 

Yes

 YAlO3

100

1.308

123.82

−1.305

Yes

Yes

 InScO3

110(In2O3-term.)

1.305

124.92

−1.57

 

Yes

 YGaO3

100

1.305

124.76

−1.23

  

 In2O3

110

1.301

125.86

−1.00

  

 Sc2O3

111

1.301

130.43

−0.885

  

 LaGaO3

110

1.301

128.88

−0.83

Yes

Yes

 LaScO3

100

1.301

123.6

−1.53

Yes

 

according to OCO indicator

 CaSiO3

001(CaO-term.)

1.290

118.84

−1.54

  

 SrSiO3

001(SrO-term.)

1.295

119.10

−1.66

  

 CaGeO3

001(CaO-term.)

1.288

120.88

−1.94

  

 Ga2O3

212

1.297

121.21

−1.53

  

 InScO3

110

1.292

121.23

−1.88

  

 InScO3

100

1.277

121.40

−1.74

  

 RbVO3

100

1.283

121.64

−0.53

  

 In2O3

110

1.280

122.52

−1.57

  

 InScO3

110(In2O3-term.)

1.284

122.80

−1.78

  

 SrGeO3

100(SrO-term.)

1.277

122.90

−1.70

  

 TiO2-rutile

100

1.276

123.61

−1.05

  

 ZrO2

111

1.280

123.72

−0.92

  

 BaSnO3

001(BaO-term.)

1.267

123.80

−1.89

  

 ScGaO3

110

1.292

123.85

−1.22

  

 ZrO2

011

1.264

124.06

−0.72

  

 LiVO3

110

1.295

124.76

−0.70

  

 NaNbO3

010

1.273

125.00

−1.66

  

 MgTiO3

012

1.295

125.16

−1.47

  

 InAlO3-or.

010

1.284

125.30

−0.82

 

Yes

 YInO3

100

1.293

125.69

−1.47

  

 KNbO3

010

1.277

125.97

−1.52

  

 InAlO3-or.

110

1.278

126.04

−0.90

  

 ScAlO3

110

1.277

126.10

−1.33

  

 Al2O3

012

1.265

126.46

−0.87

 

Yes

 Sc2O3

110

1.265

126.47

−1.14

  

 CaSiO3

110(CaO-term.)

1.278

126.49

−1.44

  

 LaInO3

100

1.287

127.13

−1.27

  

 Sc2O3

111

1.265

127.49

−0.95

  

 YInO3

110

1.298

127.61

−1.22

 

Yes

 ScAlO3

121

1.268

127.73

−0.755

  

 MgTiO3

001

1.265

127.85

−1.37

  

 BaGeO3

001(BaO-term.)

1.270

128.50

−1.80

  

 SrTiO3

001(TiO2-term.)

1.266

128.53

−1.92

  

 ZnO

10–10

1.270

128.60

−1.005

  

 YGaO3

110

1.263

128.68

−1.60

  

 SrSnO3

001(SnO2-term.)

1.273

128.90

−1.64

  

 Sc2O3

001

1.289

128.90

−1.70

  

 MgGeO3

001

1.260

128.93

−1.09

  

 CaO

001

1.262

129.20

−1.60

  

 Al2O3

001

1.283

129.22

−1.315

  

 BaSnO3

001(SnO2-term.)

1.270

129.50

−1.87

  

 CaSnO3

001(SnO2-term.)

1.272

130.09

−1.32

  

 KVO3

010

1.267

130.17

−0.55

  

 CaZrO3

101(ZrO2-term.)

1.265

130.36

−1.86

  

 CaSnO3

110(SnO2-term.)

1.272

130.50

−1.44

  

 SrGeO3

100(GeO2-term.)

1.270

130.90

−1.515

  

 CaTiO3

101(TiO2-term.)

1.266

131.42

−1.505

  

 SnO2

100

1.257

131.50

−0.85

  

 BaSiO3

100

1.243

131.60

−0.75

  

 MgO

111

1.296

131.70

−1.24