Concepedia
Statistics
Publications
32
Citations
2K
H-Index
20
Active since
1998
Affiliations
University of Stuttgart(Current)
Otto-von-Guericke University Magdeburg
Hewlett-Packard (Germany)
University of Cologne
HUN-REN Centre for Energy Research
Andrea Beck is an author at University of Stuttgart specializing in engineering, numerical simulation, and numerical analysis.
Top concepts
EngineeringNumerical SimulationNumerical AnalysisComputational MechanicsTurbulenceTurbulence ModelingAerodynamicsFluid DynamicsMechanical EngineeringMultiscale Modeling
Publications per year
1998–2024
Deep neural networks for data-driven LES closure models
Andrea Beck, David Flad, Claus‐Dieter Munz · Journal of Computational Physics · 2019 · 315 citations · Full text
Deep Neural Networks, Engineering, Machine Learning +4
On the accuracy of high-order discretizations for underresolved turbulence simulations
Gregor J. Gassner, Andrea Beck · Theoretical and Computational Fluid Dynamics · 2012 · 248 citations
Numerical Analysis, Aeroacoustics, Engineering +12
High‐order discontinuous Galerkin spectral element methods for transitional and turbulent flow simulations
Andrea Beck, Thomas Bolemann, David Flad et al. · International Journal for Numerical Methods in Fluids · 2014 · 216 citations
Numerical Analysis, Engineering, Fluid Mechanics +18
Explicit discontinuous Galerkin methods for unsteady problems
Florian Hindenlang, Gregor J. Gassner, Christoph Altmann et al. · Computers & Fluids · 2012 · 201 citations
Numerical Analysis, Method Of Fundamental Solution, Engineering +5
A perspective on machine learning methods in turbulence modeling
Andrea Beck, Marius Kurz · GAMM-Mitteilungen · 2021 · 130 citations · Full text
Engineering, Machine Learning, Machine Learning Tool +18
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