Machine intelligence for chemical reaction space
- Philippe Schwaller
- Alain C. Vaucher
- et al.
- 2022
- WIREs Computational Molecular Science
Review
Publications
25 results for Philippe Schwaller
How AI for synthesis can help tackle challenges in molecular discovery
- Amol Thakkar
- Philippe Schwaller
- 2021
- Chimia
ReviewPredicting enzymatic reactions with a molecular transformer
- David Kreutter
- Philippe Schwaller
- et al.
- 2021
- Chemical Science
PaperInferring experimental procedures from text-based representations of chemical reactions
- Alain C. Vaucher
- Philippe Schwaller
- et al.
- 2021
- Nature Communications
PaperExtraction of organic chemistry grammar from unsupervised learning of chemical reactions
- Philippe Schwaller
- Benjamin Hoover
- et al.
- 2021
- Science Advances
PaperPrediction of chemical reaction yields using deep learning
- Philippe Schwaller
- Alain C. Vaucher
- et al.
- 2021
- Machine Learning: Science and Tech.
PaperUnassisted noise reduction of chemical reaction datasets
- Alessandra Toniato
- Philippe Schwaller
- et al.
- 2021
- Nature Machine Intelligence
PaperMapping the space of chemical reactions using attention-based neural networks
- Philippe Schwaller
- Daniel Probst
- et al.
- 2021
- Nature Machine Intelligence
PaperTransfer learning enables the molecular transformer to predict regio- and stereoselective reactions on carbohydrates
- Giorgio Pesciullesi
- Philippe Schwaller
- et al.
- 2020
- Nature Communications
PaperAutomated extraction of chemical synthesis actions from experimental procedures
- Alain C. Vaucher
- Federico Zipoli
- et al.
- 2020
- Nature Communications
Paper