RISE Research Radar

Computer Science Open House 2022-2025

2022

AutoPKI: automated and scalable transfer of trust

Johan Broberg

Summary

Pre-training Transformers for molecular property prediction using reaction prediction. Uses SMILES representation of chemical reactions. Essential for drug discovery applications where molecular property data is limited.

Themes

machine-learninghealthcare

Keywords

transformers, molecular property prediction, SMILES, drug discovery, transfer learning, chemistry

Poster

AutoPKI: automated and scalable transfer of trust poster

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