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range of materials. However, NIL often imposes harsh processing conditions as the material of interest is squeezed into the nanoscale cavities in the mold. The material experiences large shear fields and
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multi-use sample processing streams and developing novel chromatographic-MS and solid sampling-MS instrumental couplings to comprehensively characterize and accurately quantify trace elements, isotopes
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research will involve the development of beam-forming elements (including lithographic antennas or silicon micromachined corrugated feedhorns), superconducting elements for coherent processing of the
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effort must be launched to develop the fundamental structure-property and processing-property relations that will enable these materials to provide the necessary performance in the wide spectrum of
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/) infrastructure uses a variety of methods such as density functional theory, graph neural networks, computer vision, classical force field, and natural language processing. We are currently focusing on
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information between quantum processing devices. Photons provide the best vehicle for exhanging quantum information due to their discrete nature and robustness to decoherence, however, other quantum
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applications of modern machine learning methods, FAIR data infrastructure, and experimental automation to materials characterization (metrology) methods across all portions of the structure-processing
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information processing. All projects involve development of new measurement methods for characterizing light-matter interaction at the nanoscale and on ultrafast time scales; and relies on fabrication of
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complicated systems such as post-consumer resins, property changes from physical or chemical processing, the addition of other measurement modalities and/or using more sophisticated machine learning techniques
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and understanding the origin of the new phenomena, so that the relationship between structure, processing, and properties can be established. Such a relationship is needed for industry to take