Development of polymer information systems to support accelerated materials development via AI-enabled automated experimentation
- 2022
- ACS Spring 2022
Publications
91 results for Matteo Manica
Molecular transformer-aided biocatalysed synthesis planning
- Daniel Probst
- Matteo Manica
- et al.
- 2022
- ACS Spring 2022
Identification of enzymatic active sites with unsupervised language modelling
- Loic Kwate Dassi
- Matteo Manica
- et al.
- 2022
- ACS Spring 2022
Active site sequence representation of human kinases outperforms full sequence for affinity prediction and inhibitor generation: 3D effects in a 1D model
- Jannis Born
- Tien Huynh
- et al.
- 2022
- ACS Spring 2022
Biocatalysed synthesis planning using data-driven learning
- Daniel Probst
- Matteo Manica
- et al.
- 2022
- Nature Communications
Active Site Sequence Representations of Human Kinases Outperform Full Sequence Representations for Affinity Prediction and Inhibitor Generation: 3D Effects in a 1D Model
- Jannis Born
- Tien Huynh
- et al.
- 2021
- J. Chem. Inf. Model.
Identification of Enzymatic Active Sites with Unsupervised Language Modelling
- Loic Kwate Dassi
- Matteo Manica
- et al.
- 2021
- NeurIPS 2021
Active site sequence representation of human kinases outperforms full sequence for affinity prediction
- Jannis Born
- Tien Huynh
- et al.
- 2021
- NeurIPS 2021
On the automation of de-novo molecular design and chemical synthesis planning: A case study on SARS-CoV-2
- Jannis Born
- Matteo Manica
- et al.
- 2021
- ACS Fall 2021
On the Feasibility of Deep Learning Applications Using Raw Mass Spectrometry Data
- Maria Rodriguez Martinez
- Joris Cadow
- et al.
- 2021
- ISMB 2021