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Postdoctoral Research Associate - Improving Sea Ice and Coupled Climate Models with Machine Learning
: 277494287 Position: Postdoctoral Research Associate - Improving Sea Ice and Coupled Climate Models with Machine Learning Description: The Atmospheric and Oceanic Sciences Program at Princeton University, in
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(K Program)." With regard to atmosphere–ocean forecasting, which has an impact on the safe operation of ships, CSPX will establish an atmosphere–ocean seasonal prediction simulator for 1–3 months ahead
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where the boundary conditions are fully known. The shortage of state-of-the-art models also means that the spreading of microplastic particles, which are increasingly polluting the oceans cannot be
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occur when the flow rate is lower than nominal conditions. The numerical simulations will be assessed by comparison with experimental data. This research activity is carried out within a collaboration
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Proficiency in using simulation software for process modeling (e.g., ASPEN, SuperPro Designer…). Familiarity with scaling up biotechnological processes and designing pilot-scale plants. Ability to analyze
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dynamic models. Model complex interactions between physical systems (infrastructure) and digital systems (software, platforms). Develop decision-support tools based on simulations for public and private
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ISMIP7 experimental protocols for forcing the Greenland ice sheet with atmospheric and oceanic boundary conditions with one ice sheet model (Community Ice Sheet Model, CISM) ahead of general application by
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interactions in the Community Earth System Model (CESM). Job description The postdoctoral researcher will expand their skills in atmospheric chemistry and global modeling. In addition, the postdoc will have
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considered an advantage. In this project, the candidate will use and develop a simple model (for example, the model SURFER ) to simulate and understand the dynamics of the Cenozoic, the geological period that
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experimental research-based technology integration, modeling, control, and data-driven analysis and toolset development. Here is the chance to work in a pleasant team atmosphere, dive into research and at