Jannis Born

Publications

• Unifying Molecular and Textual Representations via Multi-task Language Modelling

  • • Dimitrios Christofidellis
    • Giorgio Giannone
    • et al.
  • 2023
  • ACS Spring 2023

• Growing strings in a chemical reaction space for searching retrosynthesis pathways

  • • Carlo Baldassari
    • Jannis Born
    • et al.
  • 2023
  • ACS Spring 2023

• Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)

  • • Matteo Manica
    • Joris Cadow
    • et al.
  • 2022
  • MRS Fall Meeting 2022

• Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)

  • • Matteo Manica
    • Joris Cadow
    • et al.
  • 2022
  • ACS Fall 2022

• Comparing active site sequence representations for kinase-ligand affinity prediction

  • • Jannis Born
    • Tien Huynh
    • et al.
  • 2022
  • ACS Fall 2022

• Guiding multistep retrosynthesis planning with continuous pathway representations

  • • Jannis Born
    • Matteo Manica
    • et al.
  • 2022
  • ACS Fall 2022

• Regression transformer: Concurrent property prediction and conditional molecular generation

  • • Jannis Born
    • Matteo Manica
  • 2022
  • ACS Fall 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

• Regression Transformer - Blending Numerical and Textual Tokens for Concurrent Property Predicition and Conditional Generation

  • • Jannis Born
    • Matteo Manica
  • 2022
  • MRS Spring Meeting 2022

• Regression Transformer: Concurrent Conditional Generation and Regression by Blending Numerical and Textual Tokens

  • • Jannis Born
    • Matteo Manica
  • 2022
  • ICLR 2022