Discontinuous Galerkin for High Performance Computational Fluid Dynamics (hpcdg). - Christoph Altmann; Andrea Beck; Andreas Birkefeld; Florian Hindenlang; Marc Staudenmaier; Gregor Gassner; Claus-Dieter Munz (High Performance Computing in Science and Engineering, 2011)

An Efficient High Performance Parallelization of a Discontinuous Galerkin Spectral Element Method. - Christoph Altmann; Andrea D. Beck; Florian Hindenlang; Marc Staudenmaier; Gregor J. Gassner; Claus-Dieter Munz (Facing the Multicore-Challenge, 2012)

Discontinuous Galerkin for High Performance Computational Fluid Dynamics. - Andrea Beck; Thomas Bolemann; Hannes Frank; Florian Hindenlang; Marc Staudenmaier; Gregor Gassner; Claus-Dieter Munz (High Performance Computing in Science and Engineering, 2013)

Visualization of 2DWave Propagation by Huygens' Principle. - Stefan Heßel; Oliver Fernandes; Sebastian Boblest; Philipp Offenhäuser; Malte Hoffmann; Andrea Beck; Thomas Ertl; Colin W. Glass; Claus-Dieter Munz; Filip Sadlo (EGPGV@EuroVis, 2015)

Simulation of underresolved turbulent flows by adaptive filtering using the high order discontinuous Galerkin spectral element method. - David Flad; Andrea Beck; Claus-Dieter Munz (J. Comput. Phys., 2016)

Deep Neural Networks for Data-Driven Turbulence Models. - Andrea D. Beck; David G. Flad; Claus-Dieter Munz (CoRR, 2018)

A highly efficient large eddy simulation method for DGSEM using non-linearly optimized relaxation filters. - David G. Flad; Andrea D. Beck; Philipp Guthke (CoRR, 2019)

Deep neural networks for data-driven LES closure models. - Andrea Beck; David Flad; Claus-Dieter Munz (J. Comput. Phys., 2019)

An Efficient Sliding Mesh Interface Method for High-Order Discontinuous Galerkin Schemes. - Jakob Dürrwächter; Marius Kurz; Patrick Kopper; Daniel Kempf; Claus-Dieter Munz; Andrea Beck (CoRR, 2020)

A machine learning framework for LES closure terms. - Marius Kurz; Andrea Beck (CoRR, 2020)

A Perspective on Machine Learning Methods in Turbulence Modelling. - Andrea Beck; Marius Kurz (CoRR, 2020)

A neural network based shock detection and localization approach for discontinuous Galerkin methods. - Andrea D. Beck; Jonas Zeifang; Anna Schwarz; David G. Flad (J. Comput. Phys., 2020)

A large eddy simulation method for DGSEM using non-linearly optimized relaxation filters. - David Flad; Andrea Beck; Philipp Guthke (J. Comput. Phys., 2020)

hp-Multilevel Monte Carlo Methods for Uncertainty Quantification of Compressible Navier-Stokes Equations. - Andrea Beck; Jakob Dürrwächter; Thomas Kuhn; Fabian Meyer; Claus-Dieter Munz; Christian Rohde (SIAM J. Sci. Comput., 2020)

Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows. - Tizian Wenzel; Marius Kurz; Andrea Beck; Gabriele Santin; Bernard Haasdonk (LSSC, 2021)

FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws. - Nico Krais; Andrea Beck; Thomas Bolemann; Hannes Frank; David Flad; Gregor Gassner; Florian Hindenlang; Malte Hoffmann; Thomas Kuhn; Matthias Sonntag; Claus-Dieter Munz (Comput. Math. Appl., 2021)

A data-driven high order sub-cell artificial viscosity for the discontinuous Galerkin spectral element method. - Jonas Zeifang; Andrea Beck (J. Comput. Phys., 2021)

Hybrid parallelization of Euler-Lagrange simulations based on MPI-3 shared memory. - Patrick Kopper; Stephen M. Copplestone; Marcel Pfeiffer; Christian Koch; Stefanos Fasoulas; Andrea Beck (Adv. Eng. Softw., 2022)

Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations. - Marius Kurz; Philipp Offenhäuser; Andrea Beck (CoRR, 2022)

Deep reinforcement learning for computational fluid dynamics on HPC systems. - Marius Kurz; Philipp Offenhäuser; Dominic Viola; Oleksandr Shcherbakov; Michael M. Resch; Andrea Beck (J. Comput. Sci., 2022)

A p-Adaptive Discontinuous Galerkin Method with hp-Shock Capturing. - Pascal Mossier; Andrea Beck; Claus-Dieter Munz (J. Sci. Comput., 2022)

Relexi - A scalable open source reinforcement learning framework for high-performance computing. - Marius Kurz; Philipp Offenhäuser; Dominic Viola; Michael Resch 001; Andrea Beck (Softw. Impacts, 2022)

Towards Exascale CFD Simulations Using the Discontinuous Galerkin Solver FLEXI. - Marcel Blind; Min Gao; Daniel Kempf; Patrick Kopper; Marius Kurz; Anna Schwarz; Andrea Beck (CoRR, 2023)

Toward Discretization-Consistent Closure Schemes for Large Eddy Simulation Using Reinforcement Learning. - Andrea Beck; Marius Kurz (CoRR, 2023)

PoUnce: A framework for automatized uncertainty quantification simulations on high-performance clusters. - Jakob Dürrwächter; Thomas Kuhn; Fabian Meyer; Andrea Beck; Claus-Dieter Munz (J. Open Source Softw., 2023)

A framework for high-fidelity particle tracking on massively parallel systems. - Patrick Kopper; Anna Schwarz; Stephen M. Copplestone; Philip Ortwein; Stephan Staudacher; Andrea Beck (Comput. Phys. Commun., 2023)

An Efficient hp-Adaptive Strategy for a Level-Set Ghost-Fluid Method. - Pascal Mossier; Daniel Appel; Andrea D. Beck; Claus-Dieter Munz (J. Sci. Comput., 2023)

GAL{ AE}XI: Solving complex compressible flows with high-order discontinuous Galerkin methods on accelerator-based systems. - Daniel Kempf; Marius Kurz; Marcel Blind; Patrick Kopper; Philipp Offenhäuser; Anna Schwarz; Spencer Starr; Jens Keim; Andrea Beck (CoRR, 2024)

GALÆXI: Solving complex compressible flows with high-order discontinuous Galerkin methods on accelerator-based systems. - Marius Kurz; Daniel Kempf; Marcel Blind; Patrick Kopper; Philipp Offenhäuser; Anna Schwarz; Spencer Starr; Jens Keim; Andrea Beck (Comput. Phys. Commun., 2025)

Efficient computation of particle-fluid and particle-particle interactions in compressible flow. - Anna Schwarz; Patrick Kopper; Emilian de Staercke; Andrea Beck (Comput. Phys. Commun., 2025)

Numerical simulation of phase transition with the hyperbolic Godunov-Peshkov-Romenski model. - Pascal Mossier; Steven Jöns; Simone Chiocchetti; Andrea D. Beck; Claus-Dieter Munz (J. Comput. Phys., 2025)

Invariant Control Strategies for Active Flow Control using Graph Neural Networks. - Marius Kurz; Rohan Kaushik; Marcel Blind; Patrick Kopper; Anna Schwarz; Felix Rodach; Andrea Beck (CoRR, 2025)

Entropy stable shock capturing for high-order DGSEM on moving meshes. - Anna Schwarz; Jens Keim; Christian Rohde; Andrea Beck (CoRR, 2025)

Harnessing Equivariance: Modeling Turbulence with Graph Neural Networks. - Marius Kurz; Andrea Beck; Benjamin Sanderse (CoRR, 2025)

Entropy stable high-order discontinuous Galerkin spectral-element methods on curvilinear, hybrid meshes. - Jens Keim; Anna Schwarz; Patrick Kopper; Marcel Blind; Christian Rohde; Andrea Beck (CoRR, 2025)