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, distributed control, formation control, perception, and decision-making in complex environments. Design and implement data-driven approaches, including machine learning, reinforcement learning, surrogate models
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, viability, and infection conditions; validates the model using invasion- and replication-defective control strains and multiple multiplicities of infection (MOI). Prepares and standardizes acid-adapted and
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, integrates, and evaluates innovative solutions in autonomous systems, including artificial intelligence (AI), machine learning, robotics, control systems, sensing technologies, and related disciplines
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-supported educational tools, including large language model-based agents, with attention to instructional quality, learner interaction, and responsible use. Experience using Arduino microcontrollers
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morphodynamic numerical modeling. Field data collection and analysis of nearshore dynamics. Design and analysis of flood control infrastructure. Nature-based flood mitigation solutions. Flood risk and hazard
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. Opportunities to Contribute Develops dynamic river‑lake network models to assess geochemical and ecological changes—including carbon cycling and elemental fluxes—resulting from enhanced rock weathering. Writes
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and genomic data from distinct studies. Maintaining accurate code repositories for quality control and analytical algorithms Manages storage drives and maintains datasets. Required Education and
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biological questions. Opportunities to Contribute Conduct research in the area of statistical modeling for single-cell multi-omic data. Perform clustering, differential expression analysis, predictive modeling
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the laboratory's focus on neuroimmune interactions and trauma-related physiology. Develop and implement mouse models relevant to neuroimmunology, stress biology, cardiovascular physiology, and immune-mediated
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quality control and initial data handling for next-generation sequencing datasets. The successful candidate will independently interpret QC metrics, troubleshoot sequencing issues, and support the growing