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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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is close. Our cohesive campuses make it easy to meet, work together and exchange knowledge, which promotes a dynamic and open culture. The ongoing societal transformation and large green investments in
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on reliability, security, and resilience of microgrid systems. This includes advanced control system design, modeling and analysis, control architecture design and communication-based control and optimization
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is close. Our cohesive campuses make it easy to meet, work together and exchange knowledge, which promotes a dynamic and open culture. The ongoing societal transformation and large green investments in
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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: - Developing underwater communication systems using deep learning which are well-performing to nonlinear channels. - Establishing a deep learning architecture which is optimal for underwater acoustic
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have expertise in at least one of the following research areas: PDEs, numerical methods, optimization, functional analysis, or stochastic analysis Candidates without a master’s degree have until 1st
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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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You are thrilled by both conceptual questions and experimental work in the laboratory as well as the optimization and further development of components for high-power fiber lasers and would you like
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simulations, and an AI-enhanced optimization layer for scenario planning. The DT will address challenges such as nonlinear system interactions, data heterogeneity, and limited reliability data for USVs. It also