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that the nature of the inner structures changes in response to external structures emerging and strengthening as the Reynolds number increases. Thus, this provides strong motivation for modelling the effects
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that are transforming many sectors today through language models, recommendation systems and advanced technologies. However, modern machine learning models, such as neural networks and ensemble models, remain largely
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based on physical principles to identify the optimal dimensions maximizing coupling efficiency. The research activity will involve a theoretical study of advanced optomechanical structures to understand
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the efficient and clean use of renewable synthetic fuels. Candidates will develop advanced skills in combustion science, chemical kinetics, and digital modeling. Each PhD will lead to a double degree awarded by
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), IBPS, Sorbonne Université. The team possesses expertise in developing application-specific microfluidic models that integrate desired mechanical conditions of fluid flow and substrate viscoelasticity
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model that explains lattice distortions and branching mechanisms. (4) Analyze experimental data using advanced computational tools and present results in research meetings and scientific publications
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greatest impact on model performance. The student will also explore **advanced variants** of influence functions, such as the **Proximal Bregman Objective (PBO)**, which avoids the assumption of model
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process structures. However, this method is limited by the inductive bias of the predefined superstructure. Innovation: Increased computing power and advances in data science have popularized new algorithms
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the striatum. These structures are fundamental to the balance between deliberate actions and more automatic behaviors. The objective is to understand how their activity underlies the ability to adapt
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separation in relation to the environmental challenges of mining. • Investigate leaching and extraction mechanisms in these unconventional media (complexation, structuring, kinetics, thermodynamics). • Explore