Biocatalysed synthesis planning using data-driven learning D Probst, M Manica, YG Nana Teukam, A Castrogiovanni, F Paratore, ... Nature communications 13 (1), 964, 2022 | 78 | 2022 |
Gt4sd: Generative toolkit for scientific discovery M Manica, J Cadow, D Christofidellis, A Dave, J Born, D Clarke, ... arXiv preprint arXiv:2207.03928, 2022 | 9 | 2022 |
Accelerating material design with the generative toolkit for scientific discovery M Manica, J Born, J Cadow, D Christofidellis, A Dave, D Clarke, ... npj Computational Materials 9 (1), 69, 2023 | 7 | 2023 |
Molecular transformer-aided biocatalysed synthesis Planning D Probst, M Manica, YGN Teukam, A Castrogiovanni, F Paratore, T Laino | 4 | 2021 |
Language models can identify enzymatic active sites in protein sequences YG Nana Teukam, LK Dassi, M Manica, P Schwaller, D Probst, T Laino Available at SSRN 4399561, 2023 | 2 | 2023 |
Language models can identify enzymatic binding sites in protein sequences YGN Teukam, LK Dassi, M Manica, D Probst, P Schwaller, T Laino Computational and Structural Biotechnology Journal 23, 1929-1937, 2024 | 1 | 2024 |
Identification of Enzymatic Active Sites with Unsupervised Language Modeling M Manica, LK Dassi, D Probst, P Schwaller, YGN Teukam, T Laino International Symposium on Green (and Sustainable) Chemistry, 2022 | 1 | 2022 |
Identification of Enzymatic Active Sites with Unsupervised Language Modeling LK Dassi, M Manica, D Probst, P Schwaller, YGN Teukam, T Laino | 1 | 2021 |
Integrating Genetic Algorithms and Language Models for Enhanced Enzyme Design YGN Teukam, F Zipoli, T Laino, E Criscuolo, F Grisoni, M Manica | | 2024 |
Enzyme optimization via a generative language modeling-based evolutionary algorithm YGN Teukam, F Grisoni, M Manica, F Zipoli, T Laino American Chemical Society (ACS) Spring Meeting, 2023 | | 2023 |
Enzeptional—Enzyme Optimization via a Generative Language Modeling-Based Evolutionary Algorithm YGN Teukam, M Manica, F Grisoni, T Laino Materials Research Society (MRS) Fall Meeting, 2022 | | 2022 |
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD) M Manica, J Cadow, D Christofidellis, A Dave, J Born, D Clarke, ... American Chemical Society (ACS) Fall Meeting, 2022 | | 2022 |