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Field
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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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biomolecules are a rapidly growing class of next-generation drugs. Specialized analytical tools are needed to characterize these large and increasingly complex biomolecules. Mass spectrometry (MS) is a powerful
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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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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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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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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
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, initiative, reliability, organisational ability and willingness to collaborate, will be important in the selection process. About us The Southern Swedish Forest Research Centre is an interdisciplinary