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, pixelated detection system. Taking full advantage of this cutting edge technology will require the development of new methods for collecting, processing, and interpreting the large amounts of data we now have
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of small volumes of liquid samples as a function of temperature, composition, and concentration. These measurements can yield information on the polarization dynamics of inorganic nanoparticles, organic
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valuable qualitative and quantitative information that can be used to develop and validate fundamental deformation models. We have also used submicrometer X-ray beams at the Advanced Photon Source
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system, offers higher sensitivity to surface displacement (noise floor of ~ 0.1 pm) than quasi-static PFM (~ 10 pm). However, conversion of the experimental results to quantitative displacement data is
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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
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systems. This work will specifically focus on combining ML algorithms with classical data analysis and control techniques to develop robust in situ (i.e., in real-time, during the operating experiment
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involved in molecular destabilization mechanisms provide data for systematically formulating biopharmaceuticals on the basis of inhibiting specific destabilization pathways. We are developing methods
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differentiation, data describing the changes in gene expression at the single cell level are needed. In this project, quantitative live cell imaging and image analysis will be used to follow gene expression
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of applicatioins and phenomena including quantum information processing, quantum simulation, and quantum metrology. Our group is part of the Joint Quantum Institute and we have research on both
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) for streaming data from the PMTs or other detectors, two independent DFB laser systems, numerous broadband electro-optic modulators, a two Mach-Zehnder waveguide based I/Q modulator for fast and precise frequency