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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 …

… user engagement. The Science In addition to the core set of "primary metabolites"—chemical compounds shared by most … more than 13 million BGCs in the catalog at the time of publication, it is the largest repository of BGC sequence … Office of Science of the U.S. Department of Energy [DE-AC02-05CH11231]. … SMC is the most comprehensive BGC database …

… growing on plants, with fluffy white bolls bursting out of the green pods in every direction. There are 100 million … all five cotton lineages and of cotton D are available for comparative analysis on JGI’s plant data portal  Phytozome , … Science “The results described in this  Nature Genetics publication will facilitate deeper understanding of cotton …

… begins at the forest floor. Within the soil, a microbiome of bacteria, viruses and fungi process carbon and nitrogen, … from Colorado State University, the US Forest Service, New Mexico State University, the Environmental Molecular … … This work was supported through a USDA NIFA award (2021-67019-34608) to M.J.W. FTICR-MS analyses were performed …

Genome Institute in 2016 and is leading the New Lineages of Life Group. His research is focussed on the discovery of … sequence data. Dr. Schulz employs multi-omics (metagenomics, metatranscriptomics, single cell genomics and … academic achievements (2008) … Education … Selected Publications … Awards and Service …

… are complex organisms that harbor a fantastic diversity of cell types and associated organisms, including fungal and … patterns in root cross-sections. … 10.1038/s41579-020-0381-4 10.1038/s41396-020-0637-z … of plant/environmental responses … Selected Publications … Research Team Alumni … For further details, …

PCE (perchloroethylene) found its way into the groundwater of several communities in New Mexico via leakage from a local dry-cleaner. Researchers  … type of food that was in the contaminated aquifer in 2007 to achieve this goal. In less than four years, parts of …

… … DAN: You’re listening to the US. .Department of Energy Joint Genome Institute’s “Natural Prodcast,” a … project by watching Amanda Hurley’s presentation from the 2019 JGI Genomics of Energy & Environment Meeting.] He’s … the system. [ Go here to learn more about Cameron Currie’s metagenomics research, enabled in part by JGI’s Community …

… communities than ever before — especially with the prospect of meta-analyses boosted by AI and Machine Learning — JGI … nitrogen and carbon, or how freshwater ecosystems process methane and organic matter.  However, to get all of the … this was the first workshop of its kind on SIP metagenomics,” Malmstrom said.  Increasingly, efforts like …

June 24-28: Module 2/Microbial Genomics & Metagenomics Workshop The workshop is addressed to students and professionals of biology, biomedical research, the health …

After studying the mechanism of action of antifungal natural products and their … she deciphered function and host-symbiont interplay using metagenomics. Taking on a Research Scientist position in … User Programs … Education … Awards and Service … Selected Publications …