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… the stars in the Milky Way, viruses outnumber the microbes by at least another order of magnitude. For years, scientists at the DOE Joint Genome … viruses are likely to infect, and (iii) identifying the genetic traits of the viruses to better understand their roles …

… A two-day kick-off meeting held at Lawrence Berkeley National Laboratory … machine learning for experimental science, energy conversion and water treatment as well as microbial ecology … multi-monodispersed droplets in a two-dimensional plane by moving different fluids together in a controlled manner. …

… Genomes from uncultivated bacteria offers clues to ancestral bacteria’s energy sources. More … ability to produce their own food and generate oxygen as a byproduct. The abundance of oxygen shaped the evolution of … Program head Tanja Woyke of the U.S. Department of Energy (DOE) Joint Genome Institute (JGI), a DOE Office of Science …

… before. In 2006, the JGI produced 33 billion base pairs of sequence; by 2023, that number was almost 717 trillion. Last year, the … at the core of many environmental processes, and their genetic makeup forms the basis of their behavior in the … The U.S. Department of Energy Joint Genome Institute, a DOE Office of Science …

… (metagenomes). However, the quality and completeness of metagenome-assembled virus sequences vary widely. In a … as carbon, nitrogen and sulfur are themselves regulated by viruses in their environments. Environmental DNA … perform functional assessment, host prediction, and phylogenetic analysis. The development of CheckV helps researchers …

… Dr. Louie joined the JGI in 2014 to develop the metabolomics program, and in 2019 … efforts to expand the metabolomics capabilities and product offerings for JGI users.  Using cutting-edge mass … samples in support of user science.  Capabilities offered by the platform are a result of Dr. Louie’s establishment of …

… insights from metagenomic data. In deep learning, a branch of machine learning, data is passed through algorithms … layers. The architecture of these algorithms, inspired by communication networks found in nature, allows machines to “learn” … The U.S. Department of Energy Joint Genome Institute, a DOE Office of Science …

… Three stories of JGI-supported research, connected to nutrient cycles. … Martin and Lucas Auer discuss their work on communities of forest floor fungi. Allison Joy looks into seagrass …