Publications

89 results for Matteo Manica

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
On the role of artificial intelligence in medical imaging of COVID-19
- - Jannis Born
  - David Beymer
  - et al.
- 2021
- Patterns
PaccMann^RL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning
- - Jannis Born
  - Matteo Manica
  - et al.
- 2021
- iScience