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-diffusive(-thermal-chemical) behavior of fiber-reinforced composites at the micro/meso-scale. These models will incorporate uncertainty via stochastic inputs, such as random field representations of spatially
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use tools from dynamical systems (deterministic and stochastic) and information theory. The bulk of the tasks will be dedicated to the study of bacterial cells, but it may also include the analysis
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for the department include Probability, Statistics, Financial Mathematics, Actuarial Mathematics, Stochastic Analysis, Data Science, and Statistical Learning. In particular, the Department seeks candidates who
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and validate their methods using real-world systems. Postdoctoral fellows will work across the following research areas: Predictive machine learning Robust and stochastic optimization Learning-enabled
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seminar in place. The research interests of the other faculty as well as the organized activities can be found on the Abu Dhabi Stochastics Group page. The Post-doctoral fellow will be appointed for a
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: Mathematics, Data Science, Statistics, Graph Theory, Optimization, Stochastic Processes Appl Deadline: 2026/01/31 11:59PM (posted 2025/12/09, listed until 2026/01/31) Position Description: Apply Position
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be involved in the three-year project “High Dimensional Hierarchical Optimization methods for Machine Learning and Stochastic Optimal Control”. Background or expertise in one or more of the following
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extreme events manifest and which are the most relevant processes? Do you want to bring together deterministic modelling and stochastic classification?Then we may have the perfect opportunity for you! We
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systems. Experience with batteries, power systems, EV/aviation systems, stochastic/robust optimisation, or IGDT. How to apply: Send 1) CV, 2) transcripts, 3) a 1-page statement addressing fit and your most
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follow their evolution in detail, looking at how these systems evolve and relax. This will involve fairly high-level coding, lots of N-body dynamics as these will be chaotic and stochastic systems, and