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… The JGI’s data stewardship expertise and infrastructure enable a broad community of scientists and engineers to leverage our data to develop new algorithms, models and tools in support of DOE mission priorities. Data … and microbial genomes and metagenomes — top-quality genomic data, open to all researchers. Book a session via the …

… The program provides high-quality, large-scale genomic data to advance microbial research that drives sustainable … The program aims to generate high-quality genomic datasets, particularly for uncultivated microorganisms, by … microbial lifestyles using AI-driven analysis of such datasets. The program also collaborates with isolate …

… understanding of plant diversity and integrating various data types to explore the molecular mechanisms behind phenotypic evolution. It also utilizes advanced tools, including deep learning algorithms for gene … health. By integrating cutting-edge technologies and data-driven methods, the program equips researchers …

… have yielded numerous, high-quality outputs, such as data, publications and software. The JGI supports the entire data life cycle, and embeds metadata and its curation in our core processes. This allows us … Looking for BBTools? Find it here.  …

… interactions occurring in microbiomes, these omics data must be complemented with single-cell resolution assays … to the development and maintenance of a number of viromics tools and resources. The main focus of these resource … phage proteins user-friendly integrated pipelines (MVP) and databases (IMG/VR) for viromics analyses …

… eukaryotic microbes and viruses in environmental sequence data. We use multi-omics (metagenomics, metatranscriptomics, … to extract insights from large-scale biological datasets: Our group develops and applies artificial … learning approaches to analyze large-scale biological datasets. This work helps uncover patterns and relationships …

… or NPAtlas, a freely accessible natural products structure database, which is going to be just invaluable to the … we’re now very much – we’re interested in how we can build tools which will let us see the whole landscape of natural … lot in the past. This sort of idea of, “there’s a lot of data out there: let’s put it together”. So you have – at …

… CRISPR gRNA design tool BOOST , which provides a suite of tools to automate sequence design for assembly by Gibson, … and Golden Gate methods SynTrack and associated tools, which track samples through the JGI’s Synthetic …

… Neighbor (KNN) Classification. LDA is a supervised data compression technique that was used to take the complex, high-dimensional data (the 136 tetranucleotide frequencies for each of the … Metagenome Stability Diagram in IMG/M Data portal …

… by microbial partners. We use a variety of genomics-powered tools to study this complexity, including single-cell and … characterization methods, in addition to bioinformatics tools to elucidate phage function in this tripartite … atlas comprising Sorghum, Switchgrass, and Brachypodium datasets. We recently profiled the association between the …

… can help researchers assess virus sequence fragments and data quality. The Science Through advances in sequencing … is challenging and often results in highly fragmented data, which limits the ability of researchers to accurately … to this point, there has been a lack of fast and accurate tools for researchers to assess the quality of …

… of Science through high performance computing (HPC) and data analysis.  The DOE Systems Biology Knowledgebase ( KBase ) integrates systems biology data and tools to help predict biological function.   To jointly … sequencing projects, once work is under way, raw sequence data is released to NCBI’s Sequence Read Archive on a …