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… machine “learned” to identify a certain type of bacterial viruses or phages called inoviruses, which are filamentous viruses with small, … diversity among inoviruses with more than 3,400 different proteins, many linked to key functions such as virion …

… biogeochemical cycles, but the vast majority remains uncultivated and unknown. The challenge remains to learn … functions other than cellulose-degradation to tease out uncultivated microorganisms of interest from complex …

… structure — carrying with it the potential to draft strands encoded with new proteins or genetic pathways not observed in nature. Because … derived from 219 Tb of raw environmental data. Trained on numerous versions of genes and enzymes, GenomeOcean can …

… where he was a driving force behind the development of numerous genomic resources that fostered the widespread … Selected Publications …