MEDΦ / Team / Adam Gruda
AG

Adam Gruda

Researcher

Machine learning for antimicrobial molecular design.

About

Adam Gruda is a researcher in the MEDΦ group working at the interface of machine learning and antimicrobial molecular design. He co-authored the 2025 study on AI-generated antimicrobials targeting bacterial microdomains, contributing to the interpretation of the computational results.

His interests sit with generative and predictive models for membrane-active compounds, complementing the lab's molecular-dynamics work on bacterial envelopes.

Research interests

machine learningantimicrobialsmolecular designmembrane systems

Selected publications

Rzycki M. et al. (incl. Gruda A.) Designing AI-generated antimicrobials for targeting bacterial microdomains. Scientific Reports 2025.

doi: 10.1038/s41598-025-31350-1