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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 … found in nature, allows machines to “learn” features. State of the art algorithms can perform astonishing degrees of …

… The U.S. Department of Energy Joint Genome Institute, a DOE Office of Science User Facility  located at Lawrence … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

… causes Asian Soybean Rust (ASR) and is the major pathogen of soybean. Left uncontrolled, soybean rust could reduce crop yields by as much as 90 percent. As part of the DOE Joint Genome Institute’s  2016 Community Science Program portfolio , Sebastien Duplessis of the French National Institute for Agricultural Research …

… Mini-Metagenomics Approach Helps Identify Novel Archaeal Methane … archaea are estimated to produce 500 million tons of methane a year, which is over half the total global … Obsidian Pool hot spring. The researchers applied mini-metagenomics to these samples by sorting the microbes into small …

… tiny algae. The cold polar oceans give rise to some of the largest food webs on Earth. And at their base are … is displacing these important cold-water communities of algae with warm-adapted ones, a trend that threatens to … food web and change the oceans as we know them. At the base of marine food webs are microscopic photosynthesizing …

… a single protein. Recently reported in the Proceedings of the National Academy of Sciences , a team of researchers has found numerous examples of polycistronic … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

… on “Integrated Multi-omics Analyses for the Prediction of Metabolic Flux in. Lignin Conversion”       … The U.S. Department of Energy Joint Genome Institute, a DOE Office of Science … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

… National Ecological Observatory Network (NEON) is a network of field research sites designed to collect long-term open … the  Environmental Molecular Sciences Laboratory (EMSL) , successful applicants can also access resources at NEON. … available for research over 100,000 samples and specimens of over 60 different types of NEON samples and specimens per …

… to aid with genome assembly and transcriptome analysis of microbial, fungal, and plant research projects.  More … Note that beyond quantity, input quality (i.e., presence of “intact” high-molecular weight DNA) is an important … currently sequenced without pooling, which yields ~ 180 Gb of data per library. Q: How much DNA/coverage is required …

… Highlighting the latest interactive version of the JGI’s plant data portal. On August 6, 2021,  version 12 of Phytozome will be retired, and  version 13 will become … The Phytozome team is committed to helping users make a successful transition from v12 to v13.  As always, please …

… An article summarizing the field of viral metagenomics, authored by JGI researchers Lee … some of the current challenges faced by those using metagenomics to try to understand the far-reaching impacts of … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

… restoring and maintaining healthy soils – are at the heart of sustaining food and bioenergy security for a steadily … soil enrichment, is partnering with the U.S. Department of Energy (DOE) Joint Genome Institute (JGI), a DOE Office of Science User Facility located at Lawrence Berkeley …