Regression transformer: Concurrent property prediction and conditional molecular generationJannis BornMatteo Manica2022ACS Fall 2022
MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domainsGirmaw Abebe TadesseJannis Bornet al.2022KDD 2022
Regression Transformer - Blending Numerical and Textual Tokens for Concurrent Property Predicition and Conditional GenerationJannis BornMatteo Manica2022MRS Spring Meeting 2022
Regression Transformer: Concurrent Conditional Generation and Regression by Blending Numerical and Textual TokensJannis BornMatteo Manica2022ICLR 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
Active site sequence representation of human kinases outperforms full sequence for affinity predictionJannis BornTien Huynhet al.2021NeurIPS 2021
PaccMannRL: Designing anticancer drugs from transcriptomic data via reinforcement learningJannis BornMatteo Manicaet al.2019NeurIPS 2019
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networksAli Kazemi OskooeiJannis Bornet al.2018NeurIPS 2018
Neural networks take TITAN-sized step toward T cell specificity predictionResearchAnna Weber, Jannis Born, and María Rodríguez Martínez28 Jul 20215 minute readHealthcareLife SciencesScience