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Location ESTEC, Noordwijk, Netherlands Our team and mission The Radiation and Component Reliability Section (TEC-EDR) and the Microelectronics Section (TEC-EDM) are part of the Avionics and EEE
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landscapes. The research will cover the following tasks: Critical review of current compliance levels in ESA projects: data analysis of the outcomes of project reviews conducted since the introduction
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the associated levels of assurance, verification and acceptance criteria; developing hazard analysis methodologies tailored to AI-based systems, extending traditional approaches, such as FMEA and FTA, to address
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radiation simulation toolkits such as Geant4 and its application, GRAS (Geant4 Radiation Analysis for Space). ESA is a signatory member of the international Geant4 Collaboration together with CERN and a
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theoretical advances into practical insight and tools that can support analysis, design and decision-making for AI-enabled space systems, thereby bridging the emerging scientific theory of deep learning with
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aerospace and space systems while remaining computationally tractable. A key objective is to transform theoretical advances into practical tools that can support analysis, design and decision-making in a
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inference pipelines for soft biomechanical systems, including differentiable physics engines, to support interpretable analysis, parameter estimation, sensitivity studies and uncertainty quantification. By
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return; supporting the concept of open science by making the link between the open source processors, open validation tools, open reference data and the open platform: the Mission Algorithm and Analysis
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analysis and hydro-climatic extremes. Terrestrial carbon and ecosystems: enhancing our capacity to observe, quantify and understand land processes and terrestrial ecosystems with a special focus on the
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analysis. Actively pursue personal scientific research, using facilities within ESA centres and those accessed through partnerships with external organisations. Participate in relevant scientific