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system Must have documented solid mathematical foundations on optimization (e.g., optimization modelling and numerical optimization), game theory, AI/ML (A focus on explainable AI e.g., will be valuable
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degradation and increase maintenance needs. This PhD project will develop and validate railway sleepers made with UHPC. The work may include, but is not limited to, UHPC material design and optimization
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, optimization, ordinary and partial differential equations, numerical solvers, quantum information science, scientific machine learning, statistical inference, time integration, and uncertainty quantification
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hybrid quantum systems (including open-system and non-Hermitian effects). Design noise-resilient control and optimization strategies, including reinforcement learning (RL) and optimal control approaches