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machine learning techniques for building efficient reduced-order models in the context of the numerical simulation of parameterized partial differential equations. The analysis of recent deep learning
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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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JAX/Julia would be a nice plus. Experience in one or more of the following areas will be considered a strong merit: stochastic (partial) differential equations, controlled differential equations
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). The Department of Mathematics (MAI) at Linköping University has a long-standing tradition of excellence in mathematical analysis, with particular strength in partial differential equations, function spaces and
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optimization, numerical linear algebra, partial differential equations, inverse problems, and large-scale stochastic systems. Faculty apply these strengths to critical fields including energy systems, medical
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positions in the research groups like Partial differential equation, Biomechanics and medical applications for a duration of three or four years. The candidate is expected to finish his/her studies with a PhD
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, and positions for distinguished professorship. Candidates in areas including, but not limited to, Dynamical Systems, Partial Differential Equations, Optimization, Stochastic Differential Equations
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out within one of the groups of the Centre de Mathématiques Laurent Schwartz (algebra and number theory, analysis and partial differential equations, geometry and dynamical systems). Applicants will be
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or stochastic partial differential equations or free probability or quantum dynamics. The successful applicant will benefit from the Simons Collaboration activities and will join an extremely lively theoretical
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, Math , Mathematical Sciences , Mathematics , Mathematics Education , Nonlinear Partial Differential Equations , Partial Differential Equations , Physics , Probability , Probability, Mathematical Physics