FIGURE 1.

The model architecture of SMG-BERT. 2D topology graphs and 3D ground state conformations are generated by SMILES. $A$ is an attention score matrix and $B$ is a binding energy matrix. $D$ is an adjusted distance matrix between atomic pairs by a basic transformation model.