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Field
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will contribute to this challenge by advancing the modelling of particle transport and fluid–soil interaction in dikes. A key scientific challenge is to represent the complex interaction between soil
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Research Council (ERC) Starting Grant project “Energy-based learning of complex dynamical systems” (E-BLOCS), led by Dr. Henk van Waarde. The PhD student will actively work together with the other members
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Learning and data analysis and are motivated to apply these skills to complex materials and production systems. You are familiar with polymer materials and processing, and you have knowledge of techniques
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affected by environmental and operational conditions. This project aims to tackle these challenges by using piezo-electric and/or optical fiber based sensor system, combined with physics informed data
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physics-informed neural networks (PINNs). However, these approaches are still in their early stages of development and have yet to demonstrate their effectiveness for complex real engineering problems
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of dynamical systems, control of complex and uncertain systems, motion control for high-tech systems, model predictive, networked, supervisory, neuromorphic, and learning-based control, cyber-physical systems
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Job related to staff position within a Research Infrastructure? No Offer Description The design process of complex systems must guarantee not only the functional correctness of the implemented system
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process. About us The Southern Swedish Forest Research Centre is an interdisciplinary department conducting research and teaching across a broad range of subjects related to sustainable forest management
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collaboration with the Protein Engineering research group (https://merkxlab.nl/ ) and the Institute for Complex Molecular Systems (www.tue.nl/icms ). The research group initiated and organizes the international
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scientific knowledge, such as physical laws, differential equations, and domain-specific constraints, to model, simulate, and understand complex systems. The project will explore modern SciML methods