Active Learning and the Potential of Neural Networks Accelerate Molecular Screening for the Design of a New Molecule Effective against SARS-CoV-2

Figure 4

The RNN-LSTM model used to generate SMILES chains. To start, the character “” is introduced, initializing the hidden and cell states. The network starts sampling symbol by symbol until the end character, “” is produced.