Andrea Beck

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Monte Carlo Methods

Computational Fluid Dynamics

Intracranial Aneurysms

Top Venues

J. Comput. Phys.

J. Comput. Sci.

Comput. Math. Appl.

Publications

Daniel Kempf, Marius Kurz, Marcel Blind, Patrick Kopper, Philipp Offenhäuser, Anna Schwarz, Spencer Starr, Jens Keim, Andrea Beck
GAL{\AE}XI: Solving complex compressible flows with high-order discontinuous Galerkin methods on accelerator-based systems. CoRR (2024)
Andrea Beck, Marius Kurz
Toward Discretization-Consistent Closure Schemes for Large Eddy Simulation Using Reinforcement Learning. CoRR (2023)
Marcel Blind, Min Gao, Daniel Kempf, Patrick Kopper, Marius Kurz, Anna Schwarz, Andrea Beck
Towards Exascale CFD Simulations Using the Discontinuous Galerkin Solver FLEXI. CoRR (2023)
Jakob Dürrwächter, Thomas Kuhn, Fabian Meyer, Andrea Beck, Claus-Dieter Munz
PoUnce: A framework for automatized uncertainty quantification simulations on high-performance clusters. J. Open Source Softw. 8 (82) (2023)
Patrick Kopper, Anna Schwarz, Stephen M. Copplestone, Philip Ortwein, Stephan Staudacher, Andrea Beck
A framework for high-fidelity particle tracking on massively parallel systems. Comput. Phys. Commun. 289 (2023)
Marius Kurz, Philipp Offenhäuser, Dominic Viola, Oleksandr Shcherbakov, Michael M. Resch, Andrea Beck
Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems. CoRR (2022)
Marius Kurz, Philipp Offenhäuser, Dominic Viola, Michael Resch, Andrea Beck
Relexi - A scalable open source reinforcement learning framework for high-performance computing. Softw. Impacts 14 (2022)
Patrick Kopper, Stephen M. Copplestone, Marcel Pfeiffer, Christian Koch, Stefanos Fasoulas, Andrea Beck
Hybrid parallelization of Euler-Lagrange simulations based on MPI-3 shared memory. Adv. Eng. Softw. 174 (2022)
Marius Kurz, Philipp Offenhäuser, Andrea Beck
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations. CoRR (2022)
Pascal Mossier, Andrea Beck, Claus-Dieter Munz
A p-Adaptive Discontinuous Galerkin Method with hp-Shock Capturing. J. Sci. Comput. 91 (1) (2022)
Marius Kurz, Philipp Offenhäuser, Dominic Viola, Oleksandr Shcherbakov, Michael M. Resch, Andrea Beck
Deep reinforcement learning for computational fluid dynamics on HPC systems. J. Comput. Sci. 65 (2022)
Tizian Wenzel, Marius Kurz, Andrea Beck, Gabriele Santin, Bernard Haasdonk
Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows. CoRR (2021)
Tizian Wenzel, Marius Kurz, Andrea Beck, Gabriele Santin, Bernard Haasdonk
Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows. LSSC (2021)
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws. Comput. Math. Appl. 81 (2021)
Jonas Zeifang, Andrea Beck
A data-driven high order sub-cell artificial viscosity for the discontinuous Galerkin spectral element method. J. Comput. Phys. 441 (2021)
Andrea Beck, Jakob Dürrwächter, Thomas Kuhn, Fabian Meyer, Claus-Dieter Munz, Christian Rohde
hp-Multilevel Monte Carlo Methods for Uncertainty Quantification of Compressible Navier-Stokes Equations. SIAM J. Sci. Comput. 42 (4) (2020)
Jakob Dürrwächter, Marius Kurz, Patrick Kopper, Daniel Kempf, Claus-Dieter Munz, Andrea Beck
An Efficient Sliding Mesh Interface Method for High-Order Discontinuous Galerkin Schemes. CoRR (2020)
Marius Kurz, Andrea Beck
A machine learning framework for LES closure terms. CoRR (2020)
David Flad, Andrea Beck, Philipp Guthke
A large eddy simulation method for DGSEM using non-linearly optimized relaxation filters. J. Comput. Phys. 408 (2020)
Andrea Beck, Marius Kurz
A Perspective on Machine Learning Methods in Turbulence Modelling. CoRR (2020)
Andrea Beck, David Flad, Claus-Dieter Munz
Deep neural networks for data-driven LES closure models. J. Comput. Phys. 398 (2019)
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws. CoRR (2019)
David Flad, Andrea Beck, Claus-Dieter Munz
Simulation of underresolved turbulent flows by adaptive filtering using the high order discontinuous Galerkin spectral element method. J. Comput. Phys. 313 (2016)
Stefan Heßel, Oliver Fernandes, Sebastian Boblest, Philipp Offenhäuser, Malte Hoffmann, Andrea Beck, Thomas Ertl, Colin W. Glass, Claus-Dieter Munz, Filip Sadlo
Visualization of 2DWave Propagation by Huygens' Principle. EGPGV@EuroVis (2015)