activity
20042025
most citedDeep Neural Networks for Data-Driven Turbulence Models

347 citations · 674 across the 18 of their papers we have counts for

collaborators

19 papers

physics.flu-dyn2025

Tackling Compressible Turbulent Multi-Component Flows with Dynamic hp-Adaptation

Pascal Mossier, Philipp Oestringer, Jens Keim +3

In this paper, we present an hp-adaptive hybrid Discontinuous Galerkin/Finite Volume method for simulating compressible, turbulent multi-component flows. Building on a previously e…

math.NA2024

Numerical Simulation of Phase Transition with the Hyperbolic Godunov-Peshkov-Romenski Model

Pascal Mossier, Steven Jöns, Simone Chiocchetti +2

In this paper, a thermodynamically consistent solution of the interfacial Riemann problem for the first-order hyperbolic continuum model of Godunov, Peshkov and Romenski (GPR model…

physics.flu-dyn2023★ 1 cited

A Viscous and Heat Conducting Ghost Fluid Method for Multi-Fluid Simulations

Steven Jöns, Christoph Müller, Johanna Hintz +2

The ghost fluid method allows a propagating interface to remain sharp during a numerical simulation. The solution of the Riemann problem at the interface provides proper informatio…

physics.flu-dyn2023

Data-integrated uncertainty quantification for the performance prediction of iced airfoils

Jakob Dürrwächter, Andrea Beck, Claus-Dieter Munz

Airfoil icing is a severe safety hazard in aviation and causes power losses on wind turbines. The precise shape of the ice formation is subject to large uncertainties, so uncertain…

physics.flu-dyn2022★ 12 cited

A Relaxation Model for the Non-Isothermal Navier-Stokes-Korteweg Equations in Confined Domains

Jens Keim, Claus-Dieter Munz, Christian Rohde

The Navier-Stokes-Korteweg (NSK) system is a classical diffuse interface model which is based on van der Waals theory of capillarity. Diffuse interface methods have gained much int…

physics.flu-dyn2022★ 4 cited

Riemann Solvers for Phase Transition in a Compressible Sharp-Interface Method

Steven Jöns, Claus-Dieter Munz

In this paper, we consider Riemann solvers with phase transition effects based on the Euler-Fourier equation system. One exact and two approximate solutions of the two-phase Rieman…