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Field
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areas will be considered when selecting candidates: Machine Learning, Neural Networks, Numerical solutions of Partial Differential Equations and Stochastic Differential Equations, Numerical Optimization
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must be met no later than the time the employment decision is made. At least three of: (stochastic) partial differential equations ((S)PDEs) graph theory/network science stochastic optimization and
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short-range interactions. This representation is generally known as a tensor network. Much more recently, tensor network approaches have been adapted to numerical solve partial differential equations
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. The successful candidate will be responsible for teaching a diverse range of undergraduate mathematics courses, potentially including the calculus sequence, linear algebra, differential equations, analysis
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Scientific Computing: Design and analyze quantum algorithms for optimization, combinatorial search, differential equations, scientific simulation, and other computational challenges arising in engineering
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of partial differential equations and applications. Other areas under active consideration are cosmology, multiscale and complex systems including interfaces with theoretical biology, computer science and
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, partial differential equations, scientific computing, applied analysis, and mathematics education. KEY RESPONSIBILITIES: Responsibilities include teaching and developing undergraduate and graduate courses
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Equations, Optimization, Stochastic Differential Equations, Stochastic Partial Differential Equations, Mathematical Physics, Fluid Dynamics, Mathematical Biology, Mathematical Epidemiology are encouraged
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and fluency across the core pillars of the modern mathematics curriculum, from calculus, linear algebra, and probability and statistics through real and complex analysis, differential equations, and
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description of cell wall strains and stresses and turgor pressures with sets of ordinary differential equations describing the biochemical networks regulating cellular decision making. Models will be initiated