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Field
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to characterize and manage fracture connectivity and optimize fluid distribution within granites and sedimentary rocks, maximize heat sweep efficiency, reduce preferential flow through highly conductive fractures
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Lehigh University Plasma Control Group (LU-PCG) and contribute to advanced control synthesis, neural observer development, scenario optimization, and AI-enabled digital twins for magnetically confined
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to iteratively refine models and optimize experimental design. Collaborate with another postdoc in the NIH Center to use scientific machine learning (SciML) to automatically select mathematical models from data
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inference) Algorithmic development for bilevel (or multilevel) optimization Methodological developments in Bayesian statistics and/or decision analysis Application of adversarial risk analysis within security
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, collaborative study. The fellow will have opportunities to lead studies and peer-reviewed publications, develop and optimize laboratory methods, analyze complex environmental and epidemiologic data, mentor
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, nonlinear optics, and the design, alignment, and optimization of optical setups. ● Experience with atomic force microscopy (AFM)-based infrared/vibrational spectroscopy or related nanoscale spectroscopy
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Independent research and publication activities in the field of mathematical optimization with focus on nonsmooth optimization, stochastic optimization, or optimal control of partial differential equations
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) maximally reduced COVID-19 transmissions while causing fewer disruptions to the community and evaluating the optimal social policy designs in minimising the economic harms of the COVID-19 pandemic through
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, and metabolomics. Design, execute, troubleshoot, optimize, and document experiments with thorough attention to reproducibility and scientific rigor. Compile, interpret, and communicate research findings
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the laboratory and design experiments, optimize microfluidic workflows and troubleshoot complex experimental challenges. Strong and fluent written and verbal communication skills in English (minimum B2 level). A