Faculty of Computer Science

Research Group Theoretical Computer Science

Oberseminar: Heterogene formale Methoden

Abstract:

The chemical domain is growing swiftly. New substances are being produced faster than they can be collected and classified in a standardised way using classical methods. Artificial intelligence methods are increasingly being used to assist this process. Since many modern methods (e. g. LSTMs, transformers) are based on input sequences, some embedding methods have become established. In this talk, we will get to know three of these methods (Smiles, DeepSmiles, Selfies) and discuss the advantages and disadvantages.