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… to sift and characterize RNA virus sequences.  A zoo once offered a coloring book featuring polar bears in winter scenes that came with crayons in various shades of white. To researchers searching for sequences of RNA viruses in large data sets, their work may be akin to …

… communities than ever before — especially with the prospect of meta-analyses boosted by AI and Machine Learning — JGI … communities. By pairing RNA or DNA sequencing with tracings of stable, heavy isotopes, SIP allows researchers to go … this was the first workshop of its kind on SIP metagenomics,” Malmstrom said.  Increasingly, efforts like these …

… University of California, San Diego (PhD, 2011) Rensselaer Polytechnic … List of pubs available on NCBI … Implementation of the Index of Cell Identity as an R package … Selected Publications … Software …

… Dr. Yasuo Yoshikuni has been head of the DNA Synthesis Science Program since 2015. The mission of this program is to harness the power of DNA synthesis, strain engineering, and biosystems design … at the JGI. Click to learn more about the program's areas of focus, major initiatives and more.  …

… BS – University of Arkansas, Fayetteville, Chemical Engineering Ph. D. – … 2024 Berkeley Lab Recognition of Excellence Award 2016 R&D 100 Winner 2014 Berkeley Lab … T., Ruebel, O., Northen, T., & Bowen, B. (2015). Analysis of metabolomics datasets with high-performance computing and …

… closely with staff to understand the data-intensive nature of JGI workloads. Dr. Fagnan was appointed CIO of the JGI in 2016, and in 2018 was hired to be the JGI’s … Methodologies workshops. In 2018, Dr. Fagnan was part of the Gordon Bell prizewinning team at the Supercomputing …

… genomes to classify gene families. The Science As a proof of concept, researchers developed an algorithm that “taught” … a computer how to classify 101 representative genomes of Dothideomycetes, the largest class of fungi, by … The work conducted by the U.S. Department of Energy Joint Genome Institute, a DOE Office of Science …

… less than previously believed.  The Science Eelgrass, one of the most abundant plants in the ocean, originated in … assumed, due to the wide and varied geographic footprint of the plant, that eelgrass began colonizing the oceans  … the last 40,000 years. The Impact Eelgrass represents one of the largest carbon sinks in the ocean — occupying just …

… Genomes from uncultivated bacteria offers clues to ancestral bacteria’s energy sources. More … own food and generate oxygen as a byproduct. The abundance of oxygen shaped the evolution of life on Earth, and led to the development of … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

… In   April 2020, we mark both the 50th celebration of Earth Day on April 22, and DNA Day on April 25.  On March … at Lawrence Berkeley National Laboratory, is located in one of those counties. The shelter-in-place order has since been … In this brief captioned video, JGI Chief Informatics Officer Kjiersten Fagnan reflects on the personal and …

… 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 …

… and relevance to the DOE’s mission.  Have someone proofread your proposal to make sure the goals, experimental … the 500-gigabase cap and that you don’t request outside of the sample range that’s listed. Q: What are the pros and cons of proposing a truly exploratory small proposal that might …