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Field
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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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is like Ockham's razor, seeking a simple theory that fits the data well. It can also be thought of as file compression - where data has structure, it is more likely to compress, and the greater
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differential equations, functional analysis, graph theory or similar areas depending on the evolving needs of the department. The successful candidates are also expected to supervise undergraduate and graduate
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atomic physics and graph theory to medieval literature and blind rehabilitation. Of 101 graduate offerings available, 30 lead to a doctoral degree. Connections working at Western Michigan University More
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than 20 percent of its 25,000 students are enrolled in graduate course work, studying in disciplines ranging from atomic physics and graph theory to medieval literature and blind rehabilitation. Of 101
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Science, such as: Optimization, Machine Learning, Statistical Learning, Applied Probability, Graph Theory and Network Science, or Computational Statistics, with opportunities for cross-disciplinary
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analysis, complex analysis, partial differential equations, functional analysis, graph theory or similar areas depending on the evolving needs of the department. The successful candidates are also expected
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on), machine learning, optimization, functional analyses Related Keywords: linear algebra, mathematical statistics, graph theory, manifold theory, other mathematical science domains 3.The successful applicant
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) Experience with modern deep learning frameworks (e.g., PyTorch, JAX, TensorFlow) Background in at least one of the following: graph learning, scientific computing, surrogate modeling, or ML theory Interest in
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as (1) Problem Solving and Critical Thinking (Inductive and Deductive Reasoning); (2) Set Theory; (3) Logic; (4) Algebra; (5) Graphs; (6) Theory of Integration and Differentiation; (7) Functions