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are essential. The position will also require the ability to collaborate with other researchers on other center themes, such as Fairness and Uncertainty, and contribute to a comprehensive understanding of urban
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, carbon capture and utilization, transportation electrification, energy transportation, energy water systems, environmental/health impacts, etc. Experience in decision-making under uncertainty and/or life
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deep future uncertainties. In particular, the research topics of high priority this year include: *Evaluating energy strategies and resulting tradeoffs using exploratory modeling and scenario discovery
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operation are pivotal in laboratory environments; thus, guarantees for correct behavior despite uncertainties must be provided. This project will integrate visual sensing and force sensing to obtain effective
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complex problems involving uncertainties and subjectivity arising from human actors; · Experience with human modelling or human digital twins · Experience in the driving domain and more
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, Uncertainty quantification, Approximation Theory, Applied Probability and Bayesian statistics, Optimal Control and Dynamic Programming. Appointment, salary, and benefits. The appointment period is two years
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PhD/Postdoc position in trustworthy data-driven control and networked AI for rehabilitation robotics
control of such systems, taking particularly into account model uncertainties as well as limitations pertaining to acquisition of data, communication, and computation. We apply our methods mainly to human
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application to the European mission of a Digital Twin Earth. ML research directions will include physics-aware machine learning, reasoning, uncertainty estimation, Explainable AI, Sparse Labels and
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N flux dynamics. NitroScope will make a combined use of different measurement techniques to reduce uncertainties and biases in N flux monitoring, including proximal sensing, remote sensing, Eddy