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Germany: Tenure-Track Position, Data-driven methods for PDEs


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The Department of Mathematics at Karlsruhe Institute of Technology invites applications for a tenure-track professorship (W1). We are looking for an individual who is internationally recognized in the field of data- driven numerical methods for partial differential equations. Areas of work include the development and analysis of deep learning methods for high- dimensional PDE problems, of deep operator networks for learning the data-to-solution map of PDEs, of physics-informed neural networks or of data-driven optimization tasks with PDE constraints.

As part of the tenure-track professorship, you will participate in the research focus "Partial Differential Equations" and, if possible, in the Collaborative Research Center 1173 "Wave Phenomena". In addition, we expect your interdisciplinary cooperation within the KIT Center "Mathematics in Sciences, Engineering, and Economics" (MathSEE). You will lead your own research group and participate in academic self-governance. Your teaching obligation will be 4 hours per week per semester before and 6 hours per week per semester after positive midterm evaluation.

More details can be found in the official job announcement: https://www.pse.kit.edu/english/karriere/joboffer.php?id=143647

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