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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713 results for Life Sciences

Hessian Reparametrization for Coarse-grained Energy Minimization
- - Nima Dehmamy
  - Csaba Both
  - et al.
- 2024
- ICLR 2024
Modeling the Three-Dimensional Chromatin Structure from Hi-C Data with Transfer Learning
- - Tristan Meynier
  - Marianna Rapsomaniki
- 2021
- NeurIPS 2021
PaccMannRL on SARS-CoV-2: Designing antiviral candidates with conditional generative models
- - Jannis Born
  - Matteo Manica
  - et al.
- 2020
- ICML 2020
Neuron-Astrocyte Associative Memory
- - Leo Kozachkov
  - Jean-jacques Slotine
  - et al.
- 2024
- NeurIPS 2024
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Jannis Born
  - et al.
- 2023
- NeurIPS 2023
Quantum Resource Estimation for Protein Conformation Prediction
- - Bryan Raubenolt
  - Hakan Doga
  - et al.
- 2023
- ISCA 2023
Retrosynthesis Prediction Revisited
- - Hongyu Tu
  - Shantam Shorewala
  - et al.
- 2022
- NeurIPS 2022
Fuzzy Logic for Biological Networks as ML Regression: Scaling to Single-Cell Datasets With Autograd
- - Constance Le Gac
  - Alice Driessen
  - et al.
- 2022
- NeurIPS 2022
ChromFormer: A transformer-based model for 3D genome structure prediction
- - Henry Valeyre
  - Pushpak Pati
  - et al.
- 2022
- NeurIPS 2022
Protein Representation Learning by Geometric Structure Pretraining
- - Zuobai Zhang
  - Minghao Xu
  - et al.
- 2022
- ICML 2022