Training set molecules

From Hyesu’s summary:

 

SMIRNOFF99Frosst

Parsley 1.2

Parsley 1.3

 

SMIRNOFF99Frosst

Parsley 1.2

Parsley 1.3

a30 [*:1]~[#16X4:2]~[*:3]

109.5 / 140.0

104.2 / 201.1

99.1 / 220.7

a31 [*:1]-[#16X4,#16X3+0:2]-[*:3]

109.5 / 120.0

96.3 / 152.3

89.8 / 188.4

*equilibrium angle (degree) / force constant (kcal/mol)

QCA optimization datasets for generation 2 training are:

datasets = [

'OpenFF Gen 2 Opt Set 1 Roche',
'OpenFF Gen 2 Opt Set 2 Coverage',
'OpenFF Gen 2 Opt Set 3 Pfizer Discrepancy',
'OpenFF Gen 2 Opt Set 4 eMolecules Discrepancy',
'OpenFF Gen 2 Opt Set 5 Bayer']

Among these datasets

some molecules (excluding conformers) matching

  • a30:[:1]~[#16X4:2]~[:3]

  • a31:[:1]-[#16X4,#16X3+0:2]-[:3]

and showing a wide spectrum of angle values are listed below

(for full list of matching molecules and angles, here is a notebook)

a30

Range is from 97-127 degrees

100 to 120 deg.

100 to 120 deg.

a30 (9, 23, 19) 101.87
a30 (9, 23, 20) 105.98
a30 (15, 24, 21) 100.33
a30 (15, 24, 22) 97.51
a30 (17, 23, 19) 108.32
a30 (17, 23, 20) 109.82
a30 (18, 24, 21) 111.69
a30 (18, 24, 22) 111.45
a30 (19, 23, 20) 124.09
a30 (21, 24, 22) 126.53

optgeo_OpenFF_Gen_2_Opt_Set_5_Bayer-157

a30 (5, 7, 6) 102.12
a30 (3, 7, 6) 110.92
a30 (4, 7, 6) 123.45
optgeo_OpenFF_Gen_2_Opt_Set_2_Coverage-1

a31

Range is from 80 to 115 degrees

80 deg.

90 deg.

100+ deg.

80 deg.

90 deg.

100+ deg.

a31 (20, 37, 23) 79.83

optgeo_OpenFF_Gen_2_Opt_Set_5_Bayer-144

a31 (1, 9, 5) 93.28285272411962

optgeo_OpenFF_Gen_2_Opt_Set_2_Coverage-1

a31 (13, 20, 15) 91.41732991610797

optgeo_OpenFF_Gen_2_Opt_Set_4_eMolecules_Discrepancy-15

 

a31 (10, 22, 15) 94.85743954976877

optgeo_OpenFF_Gen_2_Opt_Set_4_eMolecules_Discrepancy-15

a31 (9, 14, 11) 102.40121164317542

optgeo_OpenFF_Gen_2_Opt_Set_1_Roche-5

a31 (9, 16, 14) 103.54432532273637

optgeo_OpenFF_Gen_2_Opt_Set_4_eMolecules_Discrepancy-43

a31 (5, 13, 8) 99.96229326353198

a31 (6, 14, 7) 103.11892086816074

optgeo_OpenFF_Gen_2_Opt_Set_5_Bayer-063

 

a31 (10, 26, 11) 106.8675937259075

optgeo_OpenFF_Gen_2_Opt_Set_5_Bayer-156

 

a31 (3, 7, 4) 102.71334771318287

a31 (3, 7, 5) 100.36274155448749

a31 (4, 7, 5) 115.10955833869963

optgeo_OpenFF_Gen_2_Opt_Set_2_Coverage-1