Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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19 results for Jannis Born

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
MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domains
- - Girmaw Abebe Tadesse
  - Jannis Born
  - et al.
- 2022
- KDD 2022
Active site sequence representation of human kinases outperforms full sequence for affinity prediction
- - Jannis Born
  - Tien Huynh
  - et al.
- 2021
- NeurIPS 2021
PaccMann^RL: Designing anticancer drugs from transcriptomic data via reinforcement learning
- - Jannis Born
  - Matteo Manica
  - et al.
- 2019
- NeurIPS 2019
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
- - Ali Kazemi Oskooei
  - Jannis Born
  - et al.
- 2018
- NeurIPS 2018
Accelerating material design with the generative toolkit for scientific discovery
- - Matteo Manica
  - Jannis Born
  - et al.
- 2023
- npj Computational Materials
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