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Field
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on Graphs: Symmetry Meets Structure (LOGSMS). The field of Machine Learning on Graphs aims to extract knowledge from graph-structured and network data through powerful machine learning models. Designing
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for patient-specific shoulder implants with architected internal structures tailored to mechanical needs. Conventional implants are typically designed with generic geometries and stiffness distributions, which
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comparability and transparency across clients, especially in commercial insurance contexts. This PhD project aims to develop a structured and scalable decision framework that leverages AI to incorporate
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all human brains share a similar structure, every individual shows unique neural patterns, developmental trajectories, and responses to disease or treatment. Understanding these individual differences
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inner membrane, T7SSs assemble a large complex, responsible for translocating large, folded protein substrates. We have recently isolated and solved the structure of this fragile inner membrane assembly
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at the University of Twente is looking for two PhD candidates to join the research team of Dr. Gaurav Rattan. The positions are funded by the NWO VIDI project Learning on Graphs: Symmetry Meets Structure (LOGSMS
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to 1) Object-attribute compositionality to replace exhaustive data requirements with structured concept learning, 2) Bias detection and machine unlearning to identify and mitigate bias and shortcuts
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into meaningful information. This data includes measurements, images, text, recipes, and more. The project addresses the real-world challenge of extracting value from semi-structured textual data, a
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Infrastructure? No Offer Description Join the ERC-funded GeoTrAnsQData project and explore hybrid AI approaches to better understand, structure and formalise geo-analytical questions. This helps shape the future
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Application deadline: 31 January 2026 Apply now Join the ERC-funded GeoTrAnsQData project and explore hybrid AI approaches to better understand, structure and formalise geo-analytical questions. This helps