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Table 1 Atom and bond features used in the present work

From: DeepGraphMolGen, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach

Indices

Atom description

0–100

Atomic number (1 to 100)

101–107

Degree (1 to 5)

108–113

Formal charge (− 2 to + 2)

114–118

Chiral tag (0 to 4)

119–124

Number of hydrogens (0 to 4)

125–130

Hybridization (SP, SP2, SP3, SP3D, SP3D2)

131

Aromatic atom

132

Atomic mass * 0.01

Indices

Bond description

133

Bond present

134–136

Bond type (single, double, triple)

137

Aromatic bond

138

Conjugated bond

139

Bond present in ring

140–146

Bond stereo code (RdKit)