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support systems, protective clothing, precision airdrop systems, and ballistic, chemical and laser-protection systems, and human performance optimization. About ORISE This program, administered by Oak Ridge
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desirable. Experience with AI, machine learning, optimization, spatial analysis, scenario modeling, or decision-support methods is strongly preferred, especially when applied in transparent, interpretable
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for data management. Design and implement machine learning models for optimizing data management. Conduct experiments and evaluations of the designed algorithms and systems. Help with research presentation
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: (i) improving irrigation efficiency; (ii) optimizing on-farm strategies for managed aquifer recharge; and (iii) assessing the long-term impacts of irrigated agriculture on crop production, soil health
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partitioning for parallel/distributed AI/ML Optimization of process-to-process communication in parallel/distributed AI/ML Enhancement of AI/ML with in-network computing & processing Adaptation & optimization
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, sustainable materials, and carbon reduction technologies. Support life cycle analysis (LCA), environmental impact assessments, and resource optimization studies to address real-world sustainability challenges
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will work across the following research areas: Predictive machine learning Robust and stochastic optimization Learning-enabled control and reinforcement learning Power system operations, planning, and
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to optimize therapeutic constructs and characterize strain libraries (e.g., potency, dynamic range, stability, metabolic burden), including implementation of genetic safeguards where appropriate. 3. Establish
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/haptics, and computing into textiles and wearables. • Develop and optimize embedded systems, including firmware development. • Implement and test wireless and wired communication for distributed
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modeling approaches. Develop, optimize, and maintain code and algorithms supporting predictive models. Combine computational algorithms with laboratory automation to enable self-driving laboratories and