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. 2023 Feb 23;15:27. doi: 10.1186/s13321-023-00700-4

Fig. 3.

Fig. 3

Diagram of the molecular residual network encoding framework. The framework contains a directed MPNN, a batch normalization layer, a molecular feed forward neural network, and a residual network