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and enhance nonlinear optical responses for advanced photonic functionalities. This project is multifaceted and presents the opportunity to investigate semiconductors, composites, waveguides and
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– such as tandem neural networks , video diffusion models , and reinforcement learning – will be explored to efficiently navigate these high-dimensional, nonlinear design spaces. To achieve robust property
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The project starts with a literature review on shock and vibration mitigation techniques in rotary steerable tools and similar downhole systems to establish the current state of the art and identify
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Experience implementing mixed-integer, conic or nonlinear programming and modelling frameworks (JuMP, Pyomo, Yalmip, GAMS, etc) Experience with unbalanced distribution system analysis tools (e.g., OpenDSS