Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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80 results for Matteo Manica

Guiding multistep retrosynthesis planning with continuous pathway representations
- - Jannis Born
  - Matteo Manica
  - et al.
- 2022
- ACS Fall 2022
Molecular transformer-aided biocatalysed synthesis planning
- - Daniel Probst
  - 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
Regression Transformer: Concurrent Conditional Generation and Regression by Blending Numerical and Textual Tokens
- - Jannis Born
  - Matteo Manica
- 2022
- ICLR 2022
Understood in translation: transformers for domain understanding
- - Dimitrios Christofidellis
  - Matteo Manica
  - et al.
- 2021
- AAAI 2021
Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream Tasks
- - Modestas Filipavicius
  - Matteo Manica
  - et al.
- 2020
- NeurIPS 2020
PaccMannRL on SARS-CoV-2: Designing antiviral candidates with conditional generative models
- - Jannis Born
  - Matteo Manica
  - et al.
- 2020
- ICML 2020
Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
- - Amol Thakkar
  - Andrea Giovannini
  - et al.
- 2023
- NeurIPS 2023
PGT: a prompt based generative transformer for the patent domain
- - Dimitrios Christofidellis
  - Antonio Berrios Torres
  - et al.
- 2022
- ICML 2022
Identification of Enzymatic Active Sites with Unsupervised Language Modelling
- - Loic Kwate Dassi
  - Matteo Manica
  - et al.
- 2021
- NeurIPS 2021