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of data in situ, as close as possible to the point of capture, is also a very important objective for reliable and self-calibrated water quality measurements. Scientific and technological barriers: Sensor
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extreme or poorly documented conditions. In parallel, a reliable state of charge (SoC) estimation strategy will be implemented. It will rely in particular on the implementation of Kalman filters and AI
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systems subject to scientific, technological, economic, or social constraints. The laboratory is structured around three research teams: • CID: Knowledge, Uncertainty, Data • SCOP: Reliability
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drivers sustaining AF. Well-grounded on interpretable mathematical concepts, the GSP approach to be developed in the thesis is expected to yield reproducible, explainable results, increasing the reliability
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-term reliability. While various contact engineering strategies have been explored, further innovation is needed to enable the widespread adoption of OTFTs in commercial applications. PhD Objectives
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computational research. In particular: • A high-quality imaging platform • A dedicated biocomputing hub that guarantees reliable data storage, management, and advanced analytical capacity. Our laboratory is
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of such high-performance fiber laser platforms requires advances in the development of high-reliability fiber components and optimized doped fibers. The first objective of this PhD project is to explore