Concepedia

Alain C. Vaucher

AC

34

Publications

2K

Citations

23

H-Index

2014

Active since

Affiliations

IBM Research - Zurich(Current)

University of Bern

University of Pisa

Alain C. Vaucher is an author at IBM Research - Zurich specializing in engineering, chemistry, and data science.

Top concepts

EngineeringChemistryData ScienceMachine LearningComputational ChemistryChemical KineticsNatural Language ProcessingDeep LearningComputer ScienceChemical Engineering

Publications per year

2014–2024

34

Publications

34

Mapping the space of chemical reactions using attention-based neural networks

Philippe Schwaller, Daniel Probst, Alain C. Vaucher et al. · Nature Machine Intelligence · 2021 · 297 citations

Chemical Engineering, Recurrent Neural Network, Engineering +10

Exploration of Reaction Pathways and Chemical Transformation Networks

Gregor N. C. Simm, Alain C. Vaucher, Markus Reiher · The Journal of Physical Chemistry A · 2018 · 248 citations · Full text

Process Design, Chemical Engineering, Engineering +14

Prediction of chemical reaction yields using deep learning

Philippe Schwaller, Alain C. Vaucher, Teodoro Laino et al. · Machine Learning Science and Technology · 2021 · 247 citations · Full text

Artificial Intelligence, Natural Language Processing, Engineering +12

Automated extraction of chemical synthesis actions from experimental procedures

Alain C. Vaucher, Federico Zipoli, Joppe Geluykens et al. · Nature Communications · 2020 · 175 citations · Full text

Machine intelligence for chemical reaction space

Philippe Schwaller, Alain C. Vaucher, Rubén Laplaza et al. · Wiley Interdisciplinary Reviews Computational Molecular Science · 2022 · 125 citations · Full text

Artificial Intelligence, Chemical Kinetics, Engineering +17

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