Piotr Kucharski

The paper introduces metagenomic-deepFRI, a framework that integrates protein structure models into functional annotation pipelines, improving GO term prediction confidence and coverage in metagenomic datasets.

The paper identifies methodological errors in epitope discovery that inflate in silico benchmarks and introduces a model trained on clean data that outperforms existing methods.