Fig. 2From: A self-attention based message passing neural network for predicting molecular lipophilicity and aqueous solubilityRepresentation of SAMPN architecture. The main part of the MPN encoder converts the neighbor features to a molecule matrix, then followed by a self-attention layer and fully connected networks to make a final predictionBack to article page