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; Autonomous; Machine learning; Informatics; High-throughput; Data mining; Functional materials; Active Learning
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analysis methods to mine new or existing data sets. A variety of chemical metrology and chemoinformatic resources and expertise are available to develop, challenge, refine, and validate new concepts
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: Analytical Chemistry 86(13): 6393-6400, 2014 key words Mass spectrometry; Data analysis; Algorithm; Clustering; MS/MS; Proteomics; Metabolomics; Compound identification; Data mining; Eligibility citizenship
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; Combinatorial library; Informatics; High-throughput; Composition spread; Hyperspectral data Analysis; Data mining; Functional materials;
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for this project include state-of-the-art automation for microbial engineering, culture, and measurement. key words Machine Learning; Biology; Bioinformatics; Data Mining; Genetics; Active Learning Eligibility
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investigations of EUV atom probe tomography, novel approaches to conventional atom probe tomography, and new approaches to reconstruction data mining and analysis. key words Extreme Ultraviolet; Laser-Matter
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number of opportunities to apply cheminformatics tools and techniques to the data set. This activity produces opportunities for extended validation studies and for new discovery through mining
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integrated nanophotonic devices and systems with novel mechanisms to generate, detect and manipulate light on chip, for classical and quantum information processing. All projects involve development of new
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angela.hightwalker@nist.gov 301.975.2155 Description Photonic and magnetic nanoparticles have shown great potential in a wide range of applications such as catalysis, information storage, energy, and medicine. Our
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-Boulder currently has the only supercritical CO2 corrosion facility in the country. Important corrosion data will inform new standards on CO2 pipelines (materials and operating conditions) being developed