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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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. - Programming and Workflow Automation: Proficiency in writing Python and Shell scripts to automate modeling and analysis processes. Ability to efficiently manage large amounts of data and configure robust
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-ADAPT and evaluate their robustness, explainability and relevance in relation to field observations. * Present the results back to partners and participants, produce scientific publications and
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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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. It conducts extensive research in health, energy, and bio-based material design, supported by a robust academic foundation in these areas. Contexte scientifique This project is funded by the French
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is to learn and repeat a path using both electric sensing and underwater vision, combining their strengths to improve robustness and flexibility. Approach This PhD project draws inspiration from
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-agent viability to the context of a monetary Union (WAEMU case). Implementing the framework of the demonstrator Assessing the impact of changing the thresholds of viability criteria on the robustness
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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