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Field
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center themes, such as Fairness and Uncertainty, and contribute to a comprehensive understanding of urban systems. For consideration, applicants must submit a cover letter, curriculum vitae, statement
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ability to register with Agile/Fleet Commander . Preferred Qualifications Competence with life cycle assessment methods and software, including uncertainty methods, spatialized approaches, and integration
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. Experience applying machine learning to networking problems, for example, reinforcement learning, graph neural networks, or uncertainty quantification. A track record of publications in leading networking
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. Experience applying machine learning to networking problems, for example, reinforcement learning, graph neural networks, or uncertainty quantification. A track record of publications in leading networking
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with consideration of dynamic constraints, perception uncertainty, contact interactions, or real-world deployment. Strong programming skills in C++ and/or Python, with experience in robotic software
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, including vision, LiDAR, inertial measurements, and radio signals, to maintain coherent spatial awareness and act reliably under uncertainty. A particular focus will be placed on learning and decision-making
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, TensorFlow). Experience working with multimodal datasets (video, gaze, motion, behavioral responses). Background or interest in decision making under uncertainty, social decision dynamics, or human–AI
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ability to register with Agile/Fleet Commander . Preferred Qualifications Competence with life cycle assessment methods and software, including uncertainty methods, spatialized approaches, and integration
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DOE-STP Critical Minerals and Energy Innovation - Alternative Fuels and Feedstocks Office Fellowship
of alternative fuels, fertilizers, chemicals, and feedstocks at various scales. This work reduces technical and operational uncertainty, mitigates risk, and enables industry-led scale-up and commercialization
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to, the nature and role of scientific evidence, causation and explanation in complex systems, uncertainty and decision-making, risk ethics and theories of moral and legal responsibility, justice and vulnerability