Fig. 2From: MERMAID: an open source automated hit-to-lead method based on deep reinforcement learningOverview of MERMAID In MERMAID, an RNN model is trained using the SMILES dataset, and MCTS and the RNN model generate SMILES corresponding to the substructure, which are inserted into the SMILES of the seed molecule to generate a new moleculeBack to article page