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Development of Hyperspectral Raman Imaging for Biology and Medicine: Optical Platform and Data Mining Methods NIST only participates in the February and August reviews. Molecules vibrate with
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Genome Initiative; Machine learning; Combinatorial library; Informatics; High-throughput; Composition spread; Hyperspectral data Analysis; Data mining; Functional materials; Citizenship: Open to U.S
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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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. Materials Genome Initiative; Autonomous; Machine learning; Informatics; High-throughput; Data mining; Functional materials; Active Learning Citizenship: Open to U.S. citizens
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preparation platforms, methods and applications development, utilizing multivariate data analysis methods to mine new or existing data sets. A variety of chemical metrology and chemoinformatic resources and
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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