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301.975.5711 Description Many materials in use for device applications such as sensors, resonators, or filters, are prized for their non-equilibrium qualities. In order to better exploit transitory phenomenon
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to work on optimizing MPS designs (potentially with integrated, microfabricated sensors), developing new tissues-on-chips, developing MPS for new organ combinations, and testing drug candidates in
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technology for diamond electronics." Radar Sensor Technology XXV. Vol. 11742. SPIE, 2021. Citizenship: Open to U.S. citizens
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, SHAPE-seq, CLASH-seq or related techniques, or developing nucleic acid diagnostics or sensors. · Cell-free systems for engineering biology, in which cell-free systems, engineering subcellular
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further enriches the available data from which material behavior can be extracted. Separate work is being done to develop robust algorithms to quantitatively compare the physical and simulated experimental
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metabolomics analysis pipelines. key words metabolomics; mass spectrometry; neural networks; algorithms; machine learning; cheminformatics; biostatistics; bioinformatics; big data Eligibility Citizenship: Open
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chromatography/mass spectrometry (LC-MS) measurements using principal component analysis, partial least squares, genetic algorithms, and other multivariate statistics. Current projects have accumulated a
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extensive measurement capabilities, CMOS circuit design work for foundry tape-out, and theoretical work developing new algorithms and architectures that leverage the low-energy, high-speed properties
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algorithms for enhanced sampling is essential to bridge length or time scales over many orders of magnitude. Comparison of our simulations with the experimental results of others [e.g., small-angle scattering
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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