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Marius Kurz
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2020 – today
- 2024
- [i9]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 abs/2404.12703 (2024) - 2023
- [i8]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 abs/2306.12891 (2023) - [i7]Andrea Beck, Marius Kurz:
Toward Discretization-Consistent Closure Schemes for Large Eddy Simulation Using Reinforcement Learning. CoRR abs/2309.06260 (2023) - 2022
- [j2]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: 101884 (2022) - [j1]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: 100422 (2022) - [i6]Marius Kurz, Philipp Offenhäuser, Dominic Viola, Oleksandr Shcherbakov, Michael M. Resch, Andrea Beck:
Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems. CoRR abs/2205.06502 (2022) - [i5]Marius Kurz, Philipp Offenhäuser, Andrea Beck:
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations. CoRR abs/2206.11038 (2022) - 2021
- [c1]Tizian Wenzel, Marius Kurz, Andrea Beck, Gabriele Santin
, Bernard Haasdonk:
Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows. LSSC 2021: 410-418 - [i4]Tizian Wenzel, Marius Kurz, Andrea Beck, Gabriele Santin, Bernard Haasdonk:
Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows. CoRR abs/2103.13655 (2021) - 2020
- [i3]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 abs/2008.04356 (2020) - [i2]Marius Kurz, Andrea Beck:
A machine learning framework for LES closure terms. CoRR abs/2010.03030 (2020) - [i1]Andrea Beck, Marius Kurz:
A Perspective on Machine Learning Methods in Turbulence Modelling. CoRR abs/2010.12226 (2020)
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