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Jan Sickmann Hesthaven

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Jan Sickmann Hesthaven

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Model order reduction for large-scale structures with local nonlinearities

MATHICSE Technical Report: Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial\ viscosity tuned by neural networks

MATHICSE Technical Report: Simulation-Based Anomaly Detection and Damage Localization: an Application to Structural Health Monitoring

Projective multiscale time-integration for electrostatic particle-in-cell methods

MATHICSE Technical Report: Constraint-Aware Neural Networks for Riemann Problems

Waves at a fluid-solid interface: Explicit versus implicit formulation of boundary conditions using a discontinuous Galerkin method

Entropy Stable Essentially Nonoscillatory Methods Based On Rbf Reconstruction

Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism

Discontinuous Galerkin Discretizations of the Boltzmann Equations in 2D: semi-analytic time stepping and absorbing boundary layers

Estimation of groundwater storage from seismic data using deep learning