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for such models include high-resolution 3D imaging, time-resolved materials characterization, and atomic structure determination. Scientific instrument data is often multimodal in nature and developing DL models
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inverter-based resources for performing real-time simulations in Opal-RT. Develop and prototype advanced control algorithms for grid forming and grid following inverters. Develop and demonstrate
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automotive, aerospace, and ground power fuel injection and HVAC systems using Argonne’s Advanced Photon Source, including x-ray radiography, tomography, and high-speed imaging. The successful candidate will
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nanobeam imaging. The successful candidate should be highly motivated for research excellence and have a strong track record in problem solving and scientific publicaitons. The candidate will be expected
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calculations, reactive empirical force fields, chemical dynamics, deep learning and numerical algorithms, data analysis, experimental characterization and imaging. Our research has involved methodology and
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prototype, benchmark, and evaluate strategies to better support these workloads for Aurora. Position Requirements Required skills and qualifications: A recent PhD (within 5 years) in computer science
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involve imaging nanomagnetic thin films and lithographically fabricated structures with LTEM, while simultaneously performing in-situ field and temperature driven experiments. It is likely that some of the
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postdoctoral appointee will use a combination of synchrotron X-ray surface scattering and imaging approaches. The work also involves the interpretation of experimental data and the presentation of results
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/reactions, and access to extensive laboratory and national computational resources. In addition, we have significant involvement in three SciDAC-5 projects: 1) Femtoscale Imaging of Nuclei using Exascale