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Field
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analyze a suite of high-resolution regional ocean biogeochemical model simulations to provide actionable information to decision makers as part of NOAA’s Changing Ecosystems and Fisheries Initiative (CEFI
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quantitative expertise in one or more of the following areas: human decision making; decision modeling; human-machine interaction; human perceptions of AI; large language models; data simulation; machine
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The Duarte Group works at the forefront of computational chemistry, developing predictive tools for reaction modelling and molecular design across catalysis, sustainability, and health. Alongside
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discrete dislocation plasticity simulations and using insight gained to validate and refine crystal plasticity and continuum scale models where appropriate. You should possess a PhD (or near completion) in
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Curriculum Vitae (CV), including a list of selected publications and oral presentations A statement of research interests A brief Statement on modeling, simulation, and/or programming experience (no more than
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assimilation frameworks for high-dimensional dynamical systems. Strong skills in modeling, simulation, and Monte Carlo analysis for aerospace systems. Ability to integrate estimation algorithms into closed-loop
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mechanistic model simulating the effects of potassium availability on canopy carbon and water fluxes in tropical eucalyptus stands. EGUsphere, 1-37. Cornut I. et al. (2022b). Potassium-limitation of forest
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simulations to identify key mechanistic drivers of viral persistence and immune response, and use SciML to automatically select ODE/PDE models that include these mechanisms. The postdoc will develop
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longitudinal and regression methods (e.g., linear mixed models, generalized additive models), survival analysis, and meta-analysis. * Experience with version control and reproducible workflows. * Effective
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length scales Develop machine learning algorithms to support process optimization, predictive modeling, and intelligent manufacturing control Integrate simulation tools with in-situ sensor data from