Joppe Geluykens
Joppe Geluykens
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Automated extraction of chemical synthesis actions from experimental procedures
AC Vaucher, F Zipoli, J Geluykens, VH Nair, P Schwaller, T Laino
Nature communications 11 (1), 3601, 2020
Inferring experimental procedures from text-based representations of chemical reactions
AC Vaucher, P Schwaller, J Geluykens, VH Nair, A Iuliano, T Laino
Nature communications 12 (1), 2573, 2021
Unassisted noise reduction of chemical reaction datasets
A Toniato, P Schwaller, A Cardinale, J Geluykens, T Laino
Nature Machine Intelligence 3 (6), 485-494, 2021
Exploring the efficacy of generic drugs in treating cancer
I Baldini, M Bernagozzi, S Aggarwal, M Bornea, S Chawla, J Geluykens, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15988 …, 2021
Neural machine translation for conditional generation of novel procedures
J Geluykens, S Mitrović, CE Ortega Vázquez, T Laino, A Vaucher, ...
Fuelling the Digital Chemistry Revolution with Language Models: Sandmeyer Award 2022
A Cardinale, A Castrogiovanni, T Gaudin, J Geluykens, T Laino, M Manica, ...
Chimia 77 (7/8), 484-484, 2023
Cloud-based AI-driven autonomous lab
T Laino
American Physical Society (March Meeting), 2023
Learning from literature-extracted synthesis actions for organic synthesis
A Vaucher, P Schwaller, J Geluykens, F Zipoli, T Laino
Applied Machine Learning Days at EPFL, 2022
Generating organic synthesis procedures from simplified molecular-input line-entry system reaction
L Georgopoulos, J Geluykens, AC Vaucher, P Schwaller, A Sobczyk, ...
US Patent App. 16/995,853, 2022
Running multiple experiments simultaneously on an array of chemical reactors
L Georgopoulos, A Sobczyk, AC Vaucher, P Schwaller, VH Nair, ...
US Patent App. 16/995,858, 2022
Multiple chemical programs for an array of chemical reactors with a single array of reactants
L Georgopoulos, A Sobczyk, AC Vaucher, P Schwaller, J Geluykens, ...
US Patent App. 16/995,862, 2022
Proposing a Case Study Combining Transdisciplinary and Data-Centered Methods for Understanding Complex Problems in an Educational Context
JC Herrmann, T Van Wesemael, H Caralp, JR Nova Blanco
Transdisciplinary Insights 3 (1), 70-83, 2019
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