Joppe Geluykens

IBM Research - Zurich — Switzerland

Materials Science · Physical Sciences

5h-index316citations15works0.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Machine Learning in Materials Science(12), Computational Drug Discovery Methods(9), Advanced Text Analysis Techniques(7), Topic Modeling(6), Natural Language Processing Techniques(2)

Publications15 total

Author Correction: Inferring experimental procedures from text-based representations of chemical reactions
Nature Communications·2024Open Access
Fuelling the Digital Chemistry Revolution with Language Models
CHIMIA International Journal for Chemistry·2023· 1 citedOpen Access
Exploring the Efficacy of Generic Drugs in Treating Cancer
Proceedings of the AAAI Conference on Artificial Intelligence·2021· 2 citedOpen Access
Inferring experimental procedures from text-based representations of chemical reactions
Nature Communications·2021· 67 citedOpen Access
Unassisted noise reduction of chemical reaction datasets
Nature Machine Intelligence·2021· 3 citedOpen Access
Unassisted Noise-Reduction of Chemical Reactions Data Sets
2021· 3 citedOpen Access
Neural Machine Translation for Conditional Generation of Novel Procedures
Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences·2021· 2 citedOpen Access
Inferring Experimental Procedures from Text-Based Representations of Chemical Reactions
2020· 3 citedOpen Access
Inferring Experimental Procedures from Text-Based Representations of Chemical Reactions
2020· 16 citedOpen Access
Automated extraction of chemical synthesis actions from experimental procedures
Nature Communications·2020· 175 citedOpen Access
Unassisted Noise-Reduction of Chemical Reactions Data Sets
2020· 8 citedOpen Access
Unassisted Noise-Reduction of Chemical Reactions Data Sets
2020Open Access
Automated Extraction of Chemical Synthesis Actions from Experimental Procedures
2020· 31 citedOpen Access
Automated Extraction of Chemical Synthesis Actions from Experimental Procedures
2019· 3 citedOpen Access
Automated Extraction of Chemical Synthesis Actions from Experimental Procedures
2019· 2 citedOpen Access

Frequent Co-authors

Teodoro Laino(14), Philippe Schwaller(13), Alain C. Vaucher(10), Vishnu H Nair(8), Federico Zipoli(5), Alessandra Toniato(5), Anna Iuliano(4), Antonio Cardinale(3), Antonio Cardinale(2), Ioana Baldini(1), Mariana Bernagozzi(1), Sulbha Aggarwal(1), Mihaela Bornea(1), Saksham Chawla(1), Dmitriy A. Katz-Rogozhnikov(1), Pratik Mukherjee(1), Smruthi Ramesh(1), Sara Rosenthal(1), Jagrati Sharma(1), Kush R. Varshney(1)