Marius Kurz

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Computational Fluid Dynamics

Intracranial Aneurysms

Reinforcement Learning

Top Venues

J. Comput. Sci.

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)
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)
Marius Kurz, Philipp Offenhäuser, Andrea Beck
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations. CoRR (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)
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)
Andrea Beck, Marius Kurz
A Perspective on Machine Learning Methods in Turbulence Modelling. CoRR (2020)