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uncertainties exist, including how ENSO will change with increasing global warming and the impact of the projected slowdown of the Atlantic Meridional Overturning Circulation on regional climates in eastern North
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: 3D model learning, prediction models from imaging and molecular data, model-based simulation coupling, and uncertainty-aware outputs for lab/clinical validation. Work with 3D datasets, time-series
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of multi-fidelity and active learning strategies for molecular systems. The candidate will collaborate in an international research team on related research questions in machine learning, uncertainty
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to the development of scalable, explainable, and uncertainty-aware AI methods that enhance model robustness, reliability, and scientific discovery. Publish research findings in high-impact journals and present results
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al. (2013). https://infoterre.brgm.fr/rapports/RP-62383-FR.pdf [7] Didier Dubois and Henri Prade. Possibility theory: an approach to computerized processing of uncertainty. Plenum Press, New York, 1988
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-size or density criteria expected for qualified filters, such as those used in dams. This raises major uncertainties regarding their ability to prevent the migration of fine particles while ensuring
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theoretical foundation. We are looking for a candidate excited by the challenge of rethinking data systems in the face of modern constraints such as optimization under uncertainty, constrained query evaluation
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. Description: Aerosols have a profound impact on climate, influencing the energy budget through their direct and indirect effects. These effects represent an important source of uncertainty in greenhouse gas
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funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No Offer Description Job description We are seeking to hire a research engineer to address uncertainties in
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experiments in gelatine (https://doi.org/10.5194/egusphere-egu25-9211). This model will be tested with analogue experiment results from the MAGMA Lab, run by other members of the project team. The second