Unifying Molecular and Textual Representations via Multi-task Language Modelling
- Dimitrios Christofidellis
- Giorgio Giannone
- et al.
- 2023
- MRS Spring Meeting 2023
Publications
89 results for Matteo Manica
Enzyme Optimization via a Generative Language Modeling-Based Evolutionary Algorithm
- Yves Gaetan Nana Teukam
- Francesca Grisoni
- et al.
- 2023
- MRS Spring Meeting 2023
Regression Transformer enables concurrent sequence regression and generation for molecular language modelling
- Jannis Born
- Matteo Manica
- 2023
- Nature Machine Intelligence
Chemical representation learning for toxicity prediction
- Jannis Born
- Greta Markert
- et al.
- 2023
- Digital Discovery
Increasing the adoption of machine learning technologies by chemists with graphical and programmatic interfaces
- Alain Vaucher
- Matteo Manica
- et al.
- 2023
- ACS Spring 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- Dimitrios Christofidellis
- Giorgio Giannone
- et al.
- 2023
- ACS Spring 2023
Growing strings in a chemical reaction space for searching retrosynthesis pathways
- 2023
- ACS Spring 2023
Enzyme optimization via a generative language modeling-based evolutionary algorithm
- Yves Gaetan Nana Teukam
- Francesca Grisoni
- et al.
- 2023
- ACS Spring 2023
Automated patent classification for crop protection via domain adaptation
- Dimitrios Christofidellis
- Marzena Maria Lehmann
- et al.
- 2023
- Appl. AI Lett.
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer Membranes
- Hsianghan Hsu
- Matteo Manica
- et al.
- 2022
- MRS Fall Meeting 2022