Ashley Babjac

The paper identifies genomic signatures predictive of microbial culturability using MAGs from the GEM catalog, finding that cultured microbes have more conserved metabolic pathways.

The paper evaluates and optimizes sequence-based gene regulatory deep learning models using a DREAM Challenge dataset, showing improvements through architectural and training strategy refinements.