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example of such alternative approaches are quantum computers. These promise to tackle numerical problems such as monte carlo sampling or large-scale optimization, which are NP-hard for conventional CPU
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research advances the theoretical and methodological foundations of computation in data science, including, but not limited to, sampling and simulation, computational inference, optimization
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mathematical foundations of quantum information science, broadly construed, particularly those employing methods from analysis, probability, optimization, numerical mathematics, control, or information theory
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mathematical foundations of quantum information science, broadly construed, particularly those employing methods from analysis, probability, optimization, numerical mathematics, control, or information theory
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computer code optimization, development of machine learning solutions, deep learning, numerical optimization, application of advanced statistical methods, and development of scientific software
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Mathjobs.org | 24 days ago
research in areas of applied mathematics including, but not limited to, methods in machine learning, artificial intelligence, optimization, operations research, or numerical methods. Responsibilities
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research in areas of applied mathematics including, but not limited to, methods in machine learning, artificial intelligence, optimization, operations research, or numerical methods. Responsibilities
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development of numerical design, control, and optimization software tools, developing new and innovative methods of capturing marine energy, performing laboratory testing, and supporting open-ocean
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translate free-space and fiber-based quantum-optical concepts into scalable chip-based systems or work on optimization of bulk sources of pulsed squeezed light, real-time feed-forward control and other
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performance of world-class research and the development and application of advanced technologies. The incumbent will be responsible for performing research, development, optimization and