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Field
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exposed to very high pressures and temperatures, as well as high shear rates. Reliable measurements under such conditions are essential for the design of efficient, durable and electrified machinery, yet
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interaction model? • How can strong generalization across different robotic platforms and environments be achieved? • How can these learned interaction models be integrated into stable and reliable feedback
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to research in porous and photoactive materials. You will first implement new reliable and quantitative diffusion-ordered optical spectroscopy that will permit rapid and automated determination of fundamental
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project developing next-generation circular steels that can safely operate in hydrogen environments. By combining advanced experiments with multiscale modelling, CIRHY enables reliable, sustainable steels
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things, intelligent assistants and company-specific search functions. However, we notice that companies still have many questions about reliability: modern LLMs still do not guarantee correctness and
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update behaviour, validation impact, temporal consistency, and communication reliability. Develop a privacy-aware trust-calibrated aggregation algorithm to down-weight suspicious updates. Evaluate accuracy
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neuroscience and synaptic physiology Interest in collaborative research and in supervising students Independent and reliable working style, strong team skills, and an open, collegial, and professional manner WE
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education, research, or knowledge-intensive industry. The position reports to the Unit Leader of Colorlab. About the project The research will address the growing need for reliable methods that can assess the
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improve the reliability of haemodynamic metrics derived from Flow MRI, enabling their direct use in clinic to support cardiovascular disease management. Expected Outcomes Develop a novel machine learning
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is dominated by AI models trained on synthetic data, yet their accuracy and reliability under real operating conditions remain largely untested. Evaluating the fidelity of these models against