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Field
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computer science using data-driven techniques (graph theory, ICA, machine learning), in other imaging modalities (DTI; MEG), and in multimodal integration will be relevant. Experience with AFNI/SUMA, SPM, FSL
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data analysis pipelines for imaging, electrophysiology, behavioral, and molecular datasets. Design and validate computational models to analyze neural network complexity using graph theory, dynamical
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expertise include graph theory and combinatorics, complexity theory, dynamical systems, differential equations, probability and statistics, survival analysis, computational statistics, fluid dynamics, and
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research agenda is required for tenure at IWU. The mathematics program maintains a healthy balance between applied and pure mathematics. Existing faculty areas of professional expertise include graph theory
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, computational fluid dynamics and material science, dynamical systems, numerical analysis, stochastic problems and stochastic analysis, graph theory and applications, mathematical biology, financial mathematics
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portfolio with project dashboard for data tracking. Work independently to produce tables, charts, graphs for manuscript and grant preparation from sources including analyst reports, publicly available data
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inference, network analysis, graph theory, visualizations, and online tool development. Experience in conducting online controlled experiments is also desired, but not required. Excellent communication skills
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knowledge and understanding of scientific theory, in particular social science and statistical methods, when precedents do not provide specific guidance. General instruction provided by the supervisor as
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the theory of quantum graph states. Additional expertise in computational methods would be useful but is not necessary. The Postdoctoral and Senior Research Associate positions will also involve
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scientific computing, control theory, data science, data driven methods, discrete mathematics, graph algorithms, high-performance computing, integral equations and nonlocal models, linear and multilinear