Marius Kurz

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

Deep reinforcement learning for turbulence modeling in large eddy simulations

Marius Kurz, Philipp Offenhäuser, Andrea Beck · International Journal of Heat and Fluid Flow · 2022 · 78 citations

Engineering, Machine Learning, Data Science +8

Deep reinforcement learning for computational fluid dynamics on HPC systems

Marius Kurz, Philipp Offenhäuser, Dominic Viola et al. · Journal of Computational Science · 2022 · 52 citations · Full text

Toward discretization-consistent closure schemes for large eddy simulation using reinforcement learning

Andrea Beck, Marius Kurz · Physics of Fluids · 2023 · 20 citations

Numerical Analysis, Finite Element Method, Engineering +14

Relexi — A scalable open source reinforcement learning framework for high-performance computing

Marius Kurz, Philipp Offenhäuser, Dominic Viola et al. · Software Impacts · 2022 · 19 citations · Full text