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Field
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optimizing the squeezing of the vacuum to minimize quantum noise, a prototype cryogenic interferometer, using machine learning for nonlinear feedback control, devising techniques to quell opto-mechanical
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. Preferred Qualifications Experience with: C/C++, Python, MATLAB, ROS 1 and 2, OpenCV, Unity, GPU programming, linear and nonlinear control theory, supervised, unsupervised and reinforcement learning, Torch
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developing adaptive numerical schemes powered by advanced nonlinear approximations—like Gaussian mixtures and neural networks. The key challenge? Designing robust and stable numerical schemes that remain
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numerical solution a serious computational challenge. This project aims to tackle that head-on by developing adaptive numerical schemes powered by advanced nonlinear approximations—like Gaussian mixtures and
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vehicles chargers, or nonlinear loads Experience in hardware-in-the-loop testbeds and digital twin creation Experience with SEL RTAC 3555 or similar Experience in advanced microgrid controls such as
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the corresponding area and strong publications. Excellent scientific writing ability and good communication skills are essential. A well-qualified candidate will also possess Expertise with nonlinear optics, plasma
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draw on concepts of fluid dynamics, rheology, solid mechanics, statistical physics, nonlinear systems and related fields. Further details about Prof. Fielding's research group can be found at http
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the area of nonlinear waves and integrable systems. The specific objectives of the project are to: Development of perturbation methods for multicomponent integrable systems on a nontrivial background Study
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Summary By exploiting recently discovered analogies between acoustics, nonlinear waves, and quantum mechanics, this research will create the foundations for a path to promising and validating modes
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Institutes of Health. The focus is on using concepts and techniques from statistical learning techniques, signal processing, machine learning, information theory and nonlinear dynamics. Villanova is a Catholic