Andrea Beck

34 papers Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Entropy stable high-order discontinuous Galerkin spectral-element methods on curvilinear, hybrid meshes.
J. Comput. Phys.
Jens Keim, Anna Schwarz, Patrick Kopper, Marcel Blind, Christian Rohde, Andrea Beck
2025 J jnl
Efficient computation of particle-fluid and particle-particle interactions in compressible flow.
Comput. Phys. Commun.
Anna Schwarz, Patrick Kopper, Emilian de Staercke, Andrea Beck
2025 J jnl
Entropy stable high-order discontinuous Galerkin spectral-element methods on curvilinear, hybrid meshes.
CoRR
Jens Keim, Anna Schwarz, Patrick Kopper, Marcel Blind, Christian Rohde, Andrea Beck
2025 J jnl
Entropy stable shock capturing for high-order DGSEM on moving meshes.
CoRR
Anna Schwarz, Jens Keim, Christian Rohde, Andrea Beck
2025 J jnl
GALÆXI: Solving complex compressible flows with high-order discontinuous Galerkin methods on accelerator-based systems.
Comput. Phys. Commun.
Marius Kurz, Daniel Kempf, Marcel Blind, Patrick Kopper, Philipp Offenhäuser, Anna Schwarz, Spencer Starr, Jens Keim, Andrea Beck
2025 J jnl
Harnessing Equivariance: Modeling Turbulence with Graph Neural Networks.
CoRR
Marius Kurz, Andrea Beck, Benjamin Sanderse
2025 J jnl
In-Memory Load Balancing for Discontinuous Galerkin Methods on Polytopal Meshes.
CoRR
Patrick Kopper, Anna Schwarz, Jens Keim, Andrea Beck
2025 J jnl
Invariant Control Strategies for Active Flow Control using Graph Neural Networks.
CoRR
Marius Kurz, Rohan Kaushik, Marcel Blind, Patrick Kopper, Anna Schwarz, Felix Rodach, Andrea Beck
2024 J jnl
GAL{\AE}XI: Solving complex compressible flows with high-order discontinuous Galerkin methods on accelerator-based systems.
CoRR
Daniel Kempf, Marius Kurz, Marcel Blind, Patrick Kopper, Philipp Offenhäuser, Anna Schwarz, Spencer Starr, Jens Keim, Andrea Beck
2023 J jnl
A framework for high-fidelity particle tracking on massively parallel systems.
Comput. Phys. Commun.
Patrick Kopper, Anna Schwarz, Stephen M. Copplestone, Philip Ortwein, Stephan Staudacher, Andrea Beck
2023 J jnl
PoUnce: A framework for automatized uncertainty quantification simulations on high-performance clusters.
J. Open Source Softw.
Jakob Dürrwächter, Thomas Kuhn, Fabian Meyer, Andrea Beck, Claus-Dieter Munz
2023 J jnl
Toward Discretization-Consistent Closure Schemes for Large Eddy Simulation Using Reinforcement Learning.
CoRR
Andrea Beck, Marius Kurz
2023 J jnl
Towards Exascale CFD Simulations Using the Discontinuous Galerkin Solver FLEXI.
CoRR
Marcel Blind, Min Gao, Daniel Kempf, Patrick Kopper, Marius Kurz, Anna Schwarz, Andrea Beck
2022 J jnl
A p-Adaptive Discontinuous Galerkin Method with hp-Shock Capturing.
J. Sci. Comput.
Pascal Mossier, Andrea Beck, Claus-Dieter Munz
2022 J jnl
Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems.
CoRR
Marius Kurz, Philipp Offenhäuser, Dominic Viola, Oleksandr Shcherbakov, Michael M. Resch, Andrea Beck
2022 J jnl
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations.
CoRR
Marius Kurz, Philipp Offenhäuser, Andrea Beck
2022 J jnl
Deep reinforcement learning for computational fluid dynamics on HPC systems.
J. Comput. Sci.
Marius Kurz, Philipp Offenhäuser, Dominic Viola, Oleksandr Shcherbakov, Michael M. Resch, Andrea Beck
2022 J jnl
Hybrid parallelization of Euler-Lagrange simulations based on MPI-3 shared memory.
Adv. Eng. Softw.
Patrick Kopper, Stephen M. Copplestone, Marcel Pfeiffer, Christian Koch, Stefanos Fasoulas, Andrea Beck
2022 J jnl
Relexi - A scalable open source reinforcement learning framework for high-performance computing.
Softw. Impacts
Marius Kurz, Philipp Offenhäuser, Dominic Viola, Michael Resch, Andrea Beck
2021 J jnl
A data-driven high order sub-cell artificial viscosity for the discontinuous Galerkin spectral element method.
J. Comput. Phys.
Jonas Zeifang, Andrea Beck
2021 J jnl
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws.
Comput. Math. Appl.
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
2021 — conf
Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows.
LSSC
Tizian Wenzel, Marius Kurz, Andrea Beck, Gabriele Santin, Bernard Haasdonk
2021 J jnl
Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows.
CoRR
Tizian Wenzel, Marius Kurz, Andrea Beck, Gabriele Santin, Bernard Haasdonk
2020 J jnl
A Perspective on Machine Learning Methods in Turbulence Modelling.
CoRR
Andrea Beck, Marius Kurz
2020 J jnl
A large eddy simulation method for DGSEM using non-linearly optimized relaxation filters.
J. Comput. Phys.
David Flad, Andrea Beck, Philipp Guthke
2020 J jnl
A machine learning framework for LES closure terms.
CoRR
Marius Kurz, Andrea Beck
2020 J jnl
An Efficient Sliding Mesh Interface Method for High-Order Discontinuous Galerkin Schemes.
CoRR
Jakob Dürrwächter, Marius Kurz, Patrick Kopper, Daniel Kempf, Claus-Dieter Munz, Andrea Beck
2020 J jnl
hp-Multilevel Monte Carlo Methods for Uncertainty Quantification of Compressible Navier-Stokes Equations.
SIAM J. Sci. Comput.
Andrea Beck, Jakob Dürrwächter, Thomas Kuhn, Fabian Meyer, Claus-Dieter Munz, Christian Rohde
2019 J jnl
Deep neural networks for data-driven LES closure models.
J. Comput. Phys.
Andrea Beck, David Flad, Claus-Dieter Munz
2019 J jnl
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws.
CoRR
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
2016 J jnl
Simulation of underresolved turbulent flows by adaptive filtering using the high order discontinuous Galerkin spectral element method.
J. Comput. Phys.
David Flad, Andrea Beck, Claus-Dieter Munz
2015 — conf
Visualization of 2DWave Propagation by Huygens' Principle.
EGPGV@EuroVis
Stefan Heßel, Oliver Fernandes, Sebastian Boblest, Philipp Offenhäuser, Malte Hoffmann, Andrea Beck, Thomas Ertl, Colin W. Glass, Claus-Dieter Munz, Filip Sadlo
2013 — ch.
Discontinuous Galerkin for High Performance Computational Fluid Dynamics.
High Performance Computing in Science and Engineering
Andrea Beck, Thomas Bolemann, Hannes Frank, Florian Hindenlang, Marc Staudenmaier, Gregor Gassner, Claus-Dieter Munz
2011 — ch.
Discontinuous Galerkin for High Performance Computational Fluid Dynamics (hpcdg).
High Performance Computing in Science and Engineering
Christoph Altmann, Andrea Beck, Andreas Birkefeld, Florian Hindenlang, Marc Staudenmaier, Gregor Gassner, Claus-Dieter Munz