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Field
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the greatest potential to reduce predictive uncertainty. - Build on techniques in explainability, interpretability and uncertainty quantification. - Contribute to dissemination and engagement activities
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connection with uncertainty or data science. Specific fields of interest include, but are not limited to, stochastic partial differential equations, optimal transport, gradient flows, uncertainty
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of interest include, but are not limited to, stochastic partial differential equations, optimal transport, gradient flows, uncertainty quantification, model order reduction, data assimilation, optimal control
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connection with uncertainty or data science. Specific fields of interest include, but are not limited to, stochastic partial differential equations, optimal transport, gradient flows, uncertainty
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with statistics, uncertainty quantification or uncertainty propagation is an advantage. Familiarity with other relevant programming languages is an advantage. Applicants must be able to work
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, transfer learning, uncertainty quantification and anomaly detection techniques. Design, evaluate and test automated control strategies (MPC, model-based and model-free RL) for optimal feeding and harvesting
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audiences. Experience in trustworthy AI, uncertainty quantification, interpretability, robustness, high-stakes decision-making, law, finance or regulation would be highly desirable. The role offers
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limited to, stochastic partial differential equations, optimal transport, gradient flows, uncertainty quantification, model order reduction, data assimilation, optimal control, and their applications
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Center for Drug Evaluation and Research (CDER) | Southern Md Facility, Maryland | United States | 5 days ago
, transport phenomena, material behavior, and product performance. Hybrid modeling approaches that combine mechanistic knowledge with machine learning. Model calibration, validation, uncertainty quantification
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simulation, Bayesian methods, Gaussian Process regression algorithms with uncertainty quantification of the impact of environmental conditions and other factors on the developed solutions, perform physical