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… insights from metagenomic data. In deep learning, a branch of machine learning, data is passed through algorithms … into multiple interconnected layers. The architecture of these algorithms, inspired by communication networks … (JGI), presented on generating vector representations of proteins in order to conduct more efficient protein sequence …

…   The U.S. Department of Energy (DOE) Joint Genome Institute (JGI) is a national … at Lawrence Berkeley National Laboratory. The JGI consists of 225 researchers and support staff in the Integrative … The U.S. Department of Energy (DOE) Joint Genome Institute (JGI) is a …

… . The Science A team led by researchers at the University of California, Berkeley used a multi-omics approach to … N. crassa is the model organism for filamentous fungi, all of which contain a wide array of plant cell-wall degrading … used in the biotechnology industry to produce enzymes, proteins, and other chemicals. Summary Filamentous fungi are …

… A fungus relies on bacteria to regulate key components of its reproductive machinery The Science To better … control over reproduction was a likely key to this evolutionary transition. Using this model, researchers also … hosts pass on beneficial symbionts between generations. The origin of this relationship though, is often antagonistic …