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₂ reduction, aimed at producing hydrogen as an energy carrier and value-added chemicals such as CO and formic acid (HCOOH), requires efficient, selective, and robust catalysts. These catalysts must operate
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, annotators, and underlying neural architectures. The ultimate goal is to produce argument mining tools that are more robust, generalizable, and fair, applicable to sensitive domains such as the analysis
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: How can we develop frugal, robust, and interpretable methods for anomaly detection and fault diagnosis in reconfigurable multi-source microgrids, while maintaining high performance in data-constrained
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designers to trade robustness to systematic shifts against robustness to noise. The Quantera QUARCKS project (QUAntum Robust hyper-ClocKs and atomic Sensors, cofunded by EU) targets the demonstration of a new
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vehicles, robust control, and experimental validation. The work will be carried out in close collaboration with the partner team at Poli-USP, whose expertise covers robust control, digital control
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, the numerical methodology developed during the project will be integrated into the cluster design process. Expected Outcomes Identification of critical thermal gradient thresholds; Definition of robust design
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, integrating all these functionalities into robust and scalable polymeric nanocarriers remains one of the major challenges in nanomedicine, limiting the development of effective combination therapies against
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◦ Controlled simulations (nonlinear SDEs, active models, dynamics with memory). ◦ Study of the robustness of the methods (noise, low sampling frequency, partial observability). 6. Application to real systems
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, associated with the recent Universe, and the reionization kSZ signal, with the aim of deriving robust cosmological constraints on this little-known phase of the Universe, when it was around 500 million years
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. Scientific objectives - Advances in broadband laser technology are fueling hopes of achiev-ing inertial confinement fusion in a regime largely free of parametric instabilities, paving the way for more robust