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to manufacture mAbs, and also the cells manufactured in small scale for personalized live cell therapies such as CAR-T cancer treatment. Exploiting both high-field and benchtop NMR for these biomanufacturing
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of materials science and engineering. The successful applicant would work with a team of experts including experimental materials scientists, computational materials scientists, machine learning experts
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in the generation of an unprecedented quantity of data. This marks an inexorable shift of the field into the realm of “big data,” necessitating the development of novel machine learning approaches
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volume and quality that is consistent with the use of statistical methods; machine learning techniques for knowledge discovery; protein-protein interaction network analysis; novel algorithms for next
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and Techniques 59(1): 188, 2011 Database; Microelectronics; Machine learning; Data informatics; Physics; Terahertz; Metrology;
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Description We work with scientists in other NIST laboratories to develop tools for computer simulation and analysis of magnetic systems at the nanometer scale. Model verification is achieved by comparison
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; Microelectronics; Machine learning; Data informatics; Physics; Terahertz; Metrology; Chemistry; Materials engineering;
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practices for benchmarking germline small-variant calls in human genomes. Nature Biotechnology 2019, 37, 555. Genomics; Bioinformatics; DNA sequencing; De novo assembly; Machine learning; Reference materials
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to acquire different kinds of images on large numbers of iPS cells in culture; machine learning algorithms and other image analysis strategies may be used to extract and test image features as predictors
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; DNA sequencing; De novo assembly; Machine learning; Reference materials; Precision medicine; Data science; Artificial intelligence Eligibility citizenship Open to U.S. citizens level Open to