Anna U. Lowegard

A COVID-19 Early Warning System combines structural modelling with machine learning to detect and monitor high risk SARS-CoV-2 variants, identifying all 16 WHO designated variants on average more than one and a half months in advance by selecting on average less than 0.3% of the weekly novel variants.

OSPREY 3.0 improves protein design software with faster algorithms, GPU support, and a Python interface, showing accurate mutation effect predictions on protein-protein binding.