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vibration analysis techniques Strong understanding of drilling automation systems and modern control theories, including multivariable control, learning-based control, nonlinear dynamics, convex optimization
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, including NSF, NIH, DOE, DOD, and AFOSR, and include complex multi-disciplinary, multi-institutional, and multi-PI awards. Sponsored project expenditures run about $20M/year. Instruction occurs at multiple
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, biophysics, condensed matter physics, controlled fusion & plasma physics, elementary particle physics, nanoscience, and nonlinear dynamics. Research activity occurs both on-campus and in multiple off-campus
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interest. They include but are not limited to 1) innovative use of AI/ML for designing and optimizing photonic materials, devices, and systems, 2) enabling photonic technologies for AI computing and
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to dissociate memories. Finally, it proposes to use this information to come up with novel strategies to make machines unlearn better, more efficiently, and more safely. The potential impact of this project is
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, the parameter adjustments are usually performed in a brute-force manner, without considerations of nonlinear coupling between multiple parameters. As a result, the models (that reproduce the data that they were