3 papers
q-bio.GN2026
OmicsLM: A Multimodal Large Language Model for Multi-Sample Omics Reasoning
Maciej Sypetkowski, Joanna Krawczyk, Åukasz SmoliÅski +4
Interpreting transcriptomic data is one of the most common analytical tasks in modern biology. Yet most current models either consume expression profiles without producing natural-…
cs.AI2026
BioResearcher: Scenario-Guided Multi-Agent for Translational Medicine
Remigiusz Kinas, Joanna Krawczyk, RafaÅ Powalski +6
Translational medicine turns underspecified development goals into evidence synthesis that must combine literature, trials, patents, and quantitative multi-omics analysis while pre…
q-bio.BM2024
RapidDock: Unlocking Proteome-scale Molecular Docking
RafaÅ Powalski, Bazyli Klockiewicz, Maciej JaÅkowski +6
Accelerating molecular docking -- the process of predicting how molecules bind to protein targets -- could boost small-molecule drug discovery and revolutionize medicine. Unfortuna…