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in the development and interpretation of new measurement techniques, as well as aiding the understanding of the behavior of new materials in existing measurements. In addition, the emerging "materials
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the possibility of accelerating materials research and development by orders of magnitude, and it is a core capability and focus area for the Data and AI-Driven Materials Science Group, MMSD, MML
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that require further development. This includes: algorithm design for the interpretation of measurements, designing algorithms for deciding which experiments to perform, communicating with the
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. Model verification is achieved by comparison against experiment and by development of reference problems. Important issues include controlling round-off and truncation error to obtain high accuracy
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on the survival of both. The development of molecular biology techniques (PCR, metagenomics, biomarkers, and biosensors) has resulted in an explosion of new methods and strategies to generate
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underlying metrology of NMR-based mixture measurements is also of special interest for us. Potential project areas include the design and development of systems that allow for careful control and measurement
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, commercial qNMR standards have only appeared in the last few years. We seek proposals related to the development of high-accuracy methods or standard reference materials for the analysis of gas-phase mixtures
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the measurement and quantum mechanical calculation of the thermodynamic and transport properties of gases for use as standards. Areas of particular interest include the development of next-generation
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metrology. The Material Measurement Laboratory has an active effort in the development of electron microscopy methods for high spatial resolution materials characterization and has recently upgraded its
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structural biology methods development. Knowledge of microwave engineering, experience in instrumentation development, or biological magnetic resonance are desirable. We offer a supportive environment that