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(NSSD). In this role, you will conduct fundamental research into the integration of Bayesian methodologies with system dynamics modeling, advancing statistical methods and the open-source scientific
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machine learning and Bayesian calibration methods to enable multi-scale, multi-physics model development. Complete simulation verification, model validation, uncertainty quantification, and documentation
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modeling, sensitivity and robustness analysis, Bayesian inference, inverse problems, parameter estimation, or model validation. Experience or strong interest in scientific AI/ML, including surrogate or multi
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Experience supporting research in particle accelerators, radiation detection, pulsed power, high-voltage systems, or related engineering research is desirable Special Requirements: Physical Requirements: Must
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machinery to foundations; Test equipment and make adjustments as necessary. Initiate operating scenarios and observe mechanical components to ensure smooth operation; adjust clearances and align moving parts
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. Experience with observability concepts and technologies, including metrics, logs, traces, baselining, synthetic monitoring, and service-level objectives. Experience with anomaly detection, predictive analytics
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. Preferred Qualifications: Knowledge of Approximate, Local, Rényi, Bayesian differential privacy, and other related definitions. Knowledge of federated learning SOTA algorithms. Knowledge of distributed
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Nonproliferation Division (NND) at ORNL advances U.S. export control and nonproliferation objectives by providing subject matter expertise that strengthens national security policy, supports regulatory improvements
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, presentations, and technical reports Experience supporting research in particle accelerators, radiation detection, pulsed power, high-voltage systems, or related engineering research is desirable Special
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facility includes six hoods and two gloveboxes equipped for radiological work, as well as a suite of radioanalytical instrumentation for detection of alpha-, beta-, and gamma-emitting isotopes and