Growing strings in a chemical reaction space for searching retrosynthesis pathwaysCarlo BaldassariJannis Bornet al.2023ACS Spring 2023
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)Matteo ManicaJoris Cadowet al.2022MRS Fall Meeting 2022
Regression Transformer - Blending Numerical and Textual Tokens for Concurrent Property Predicition and Conditional GenerationJannis BornMatteo Manica2022MRS Spring Meeting 2022
Guiding multistep retrosynthesis planning with continuous pathway representationsJannis BornMatteo Manicaet al.2022ACS Fall 2022
Active site sequence representation of human kinases outperforms full sequence for affinity prediction and inhibitor generation: 3D effects in a 1D modelJannis BornTien Huynhet al.2022ACS Spring 2022
Regression Transformer: Concurrent Conditional Generation and Regression by Blending Numerical and Textual TokensJannis BornMatteo Manica2022ICLR 2022
Regress, Don’t Guess – A Regression-like Loss on Number Tokens for Language ModelsJonas ZausingerLars Penniget al.2024NeurIPS 2024
Learning Drug Perturbations via Conditional Map EstimatorsBenedek HarsanyiMarianna Rapsomanikiet al.2024ICLR 2024
Quantum Theory and Application of Contextual Optimal TransportNicola MariellaJannis Bornet al.2023NeurIPS 2023
Using Foundation Models to Promote Digitization and Reproducibility in Scientific ExperimentationAmol ThakkarAndrea Giovanniniet al.2023NeurIPS 2023