Machine intelligence for chemical reaction space
- Philippe Schwaller
- Alain C. Vaucher
- et al.
- 2022
- WIREs Computational Molecular Science
Review
Publications
37 results for Alain Vaucher
Grand challenges on accelerating discovery in catalysis
- Alessandra Toniato
- Alain C. Vaucher
- et al.
- 2022
- Catalysis Today
PaperInferring experimental procedures from text-based representations of chemical reactions
- Alain C. Vaucher
- Philippe Schwaller
- et al.
- 2021
- Nature Communications
PaperPrediction of chemical reaction yields using deep learning
- Philippe Schwaller
- Alain C. Vaucher
- et al.
- 2021
- Machine Learning: Science and Tech.
PaperMapping the space of chemical reactions using attention-based neural networks
- Philippe Schwaller
- Daniel Probst
- et al.
- 2021
- Nature Machine Intelligence
PaperNeural machine translation for conditional generation of novel procedures
- Joppe Geluykens
- Sandra Mitrovic
- et al.
- 2021
- HICSS 2021
Conference paperAutomated extraction of chemical synthesis actions from experimental procedures
- Alain C. Vaucher
- Federico Zipoli
- et al.
- 2020
- Nature Communications
Paper