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mathematics, such as extreme value theory, inference for stochastic processes, optimization theory, and/or Monte Carlo simulations. Experience in obtaining research grants in national and/or international
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. The project aims to tackle key challenges in manganese-based flow battery development, namely low efficiency and rapid capacity degradation. The work duties include: design electrolyte and additives to optimize
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to multiple methods used in financial or actuarial mathematics, such as extreme value theory, inference for stochastic processes, optimization theory, and/or Monte Carlo simulations. Experience in obtaining
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of numerical modelling (e.g. CFD, FEA, FSI, optimization, ML), but we are also involved in experiments and real-life monitoring to support our findings. Besides research, our division is actively involved in
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. Methods from probability theory, communication theory, electromagnetics, optimization and machine learning will play an important role. We are ultimately looking to either one of the two broad research
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communication theory, array signal processing, optimization, and machine learning will likely play a vital role. The research will mainly be theoretical, but KTH has testbeds for potential experiments. However
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the purpose of developing a model to predict CRUD-composition and stability on the basis of water chemistry and thereby identify optimal conditions. We are looking for a person with a strong background in
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temperature thermal energy storage and integrated systems. The doctoral student will have a broad perspective focusing on technological development, laboratory testing and techno-economic analysis to identify optimal
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coordination and control of multiple variable energy carriers reduce CO₂ emissions while ensuring a stable energy supply? The project will advance reinforcement learning methods and model-based optimization
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of heuristic models, mathematical programming, machine-learning and multi-objective optimization. Teaching includes basic and advanced courses within the subject, for example in the international international