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Alessandra Toniato
Alessandra Toniato
PhD Researcher, IBM Research Zurich and ETH Zürich
Verified email at zurich.ibm.com
Title
Cited by
Cited by
Year
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
442021
Unbiasing retrosynthesis language models with disconnection prompts
A Thakkar, AC Vaucher, A Byekwaso, P Schwaller, A Toniato, T Laino
ACS Central Science 9 (7), 1488-1498, 2023
112023
Quantum chemical data generation as fill-in for reliability enhancement of machine-learning reaction and retrosynthesis planning
A Toniato, JP Unsleber, AC Vaucher, T Weymuth, D Probst, T Laino, ...
Digital Discovery 2 (3), 663-673, 2023
72023
The Role of AI in Driving the Sustainability of the Chemical Industry
A Toniato, O Schilter, T Laino
Chimia 77 (3), 144-144, 2023
62023
Enhancing diversity in language based models for single-step retrosynthesis
A Toniato, AC Vaucher, P Schwaller, T Laino
Digital Discovery 2 (2), 489-501, 2023
52023
Grand challenges on accelerating discovery in catalysis
A Toniato, AC Vaucher, T Laino
Catalysis Today 387, 140-142, 2022
42022
Fast Customization of Chemical Language Models to Out-of-Distribution Data Sets
A Toniato, AC Vaucher, MM Lehmann, T Luksch, P Schwaller, M Stenta, ...
Chemistry of Materials 35 (21), 8806-8815, 2023
12023
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
12023
Standardizing chemical compounds with language models
MT Cretu, A Toniato, A Thakkar, AA Debabeche, T Laino, AC Vaucher
Machine Learning: Science and Technology 4 (3), 035014, 2023
12023
Class-dependent machine learning based inferences
A Toniato, P Schwaller, T Laino
US Patent App. 16/984,331, 2022
2022
Inferring missing molecules in incomplete chemical equations
A Vaucher, P Schwaller, A Toniato, T Laino
American Chemical Society (ACS) Fall Meeting, 2021
2021
POCSTagger: Identifying part-of-chemical-speech with transformers
A Toniato, P Schwaller, A Vaucher, T Laino
American Chemical Society (ACS) Fall Meeting, 2021
2021
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