Archive

Research Highlight 08.24

Originally introduced to describe a transition region in stars, the shallow water magnetohydrodynamics (SWMHD) model is now used throughout a number of solar physics and geophysical applications. In these applications, it is common to see phenomena that result from just a small perturbation of a steady-state solution. However, if using a standard method to try and capture these numerically, one may miss these small phenomena entirely unless the grid is refined significantly. This refinement may prove quite costly, and even completely unreasonable in large 3-dimensional simulations.

Well-Balanced (WB) schemes provide one alternative solution to this issue. Such methods preserve (non-trivial) steady-states of the system to order machine precision, in turn allowing one to capture small perturbations of these steady-states on coarse meshes. To this end, we propose a WB finite volume method for both the 1-D and 2-D SWMHD system. These methods also properly treat the divergence-free condition of the magnetic field on a discrete level. The WB and divergence-free properties of the proposed schemes are both provable, and several numerical experiments demonstrate a high resolution of obtained results and a lack of spurious oscillations. Image Alt This figure presents the proposed WB method (top row) against the non-well-balanced (NWB) variation (bottom row) and their abilities (or lack thereof) to capture a small perturbation of a steady-state. It is clear that the WB method captures the proper structure of the solution even on a coarse mesh, while the NWB method has smearing of the solution due to numerical error -- even on a refined mesh.

Paper / ArXiv Preprint

Contact: Dr. Michael Redle

ACoM participates in RGD33

A large part of the ACoM team took part in the 33rd International Symposium on Rarefied Gas Dynamics in Goettingen, from 15 to 19 July 2024.

The following research was presented in the oral sessions:

  1. Dr. Baochao Shan presented his work on "Kinetic Modelling of Nanoscale Heat and Mass Transfer of Confined Van der Waals Fluid"
  2. Donat Weniger presented his work on "Unsteady Stefan Problem with Kinetic Interface Conditions for Rarefied Gas Deposition"
  3. R.-Paul Wilhelm presented his work on "Simulation of multi-species kinetic turbulences with the Numerical Flow Iteration"
  4. Dr. Milana Pavic-Colic presented her work on "Boltzmann system for a mixture of monatomic and polyatomic gases in the continuous setting" as an invited talk
  5. Dr. Georgii Oblapenko presented his work on "Particle Merging Strategies for Variable-Weight DSMC Simulations"
  6. Vladimir Dordic presented his work on "Finite Element Method for Polyatomic Moment Equations"
  7. Dr. Satyvir Singh presented his work on "Application of regularized 13-moment equations to continuum-rarefied gas flow over aerospike blunt body"

The following research was presented during the poster sessions:

  1. Eda Yilmaz presented her work on "On Nonlinear Closure for Moment Equations Based on Orthogonal Polynomials"
  2. Leo Basov presented his work on "Simulation of Shock-Induced Hydrodynamic Instabilities Using Particle and Continuum Approaches"
  3. Dr. Georgii Oblapenko presented his work on "High-order DG Simulations of Thermochemically Non-equilibrium Flows"

In addition, other authors from research institutions such as the Von Karman Institute (VKI), the German Aerospace Center (DLR), and the University of Sydney presented their joint work with members of the ACoM group.

ACoM participates in JuliaCon 2024

Daniel Doehring took part in JuliaCon 2024 taking place from 9th July to 13th of July in Eindhoven, NL.

The talk is entitled Towards Aerodynamic Simulations in Julia with Trixi.jl and is accompanied with a reproducibility repository that contains also the slides. Furthermore, the talk has also been recorded (although with poor visibility of the speaker) and is available on YouTube.

ACoM participates in PDESoft 2024

Daniel Doehring took part in PDESoft 2024 from July 1st to 3rd held at Cambdrige, UK.

The talk is entitled Non-intrusive Multirate Time-Integration for High-Order accurate Compressible Fluid Dynamics with Trixi.jl and was part of the Fluid Applications session. You can find the slides here.

ACoM participates in ECCOMAS 2024 Congress

Three members of ACoM took part in the 9th European Congress on Computational Methods in Applied Sciences and Engineering, which took place in Lisbon, Portugal, from 3 till 6 June 2024.

  • Tamme Claus gave a presentation on "Applying Adjoints Twice: An Efficient Gradient Implementation for Models with Linear Structure with Applications in Reconstruction for EPMA" (abstract, slides) at the "Computational Methods for Inverse Problems" minisymposium;
  • Dr. Georgii Oblapenko gave a presentation on "Approaches for distribution function inference in a gas dynamics context" (abstract) at the "Computational Kinetic Theory" minisymposium;
  • Prof. Manuel Torrilhon gave a talk on "Electron Probe Microanalysis: An Inverse Problem for the Radiative Transfer Equation" (abstract), also at the "Computational Kinetic Theory" minisymposium.

Conference on Sustainable CSE

Our institute is one of the co-organizer of the Karman-Conference on Sustainable Computational Science and Engineering (SCSE-25) which is scheduled for 2025. It is funded by the Exploratory Research Space of RWTH Aachen.

For more details visit the conference website: www.sustainable-cse.org.

Research Highlight 05.24


Entropy-conservative high-order method for real gas flows

Simulation of complex multi-species reacting flows (such as those occurring in combustion processes or during spacecraft re-entry) requires modelling of the internal degrees of freedom of the constituent chemical species. At the same time, it is desirable to have numerical methods that are entropy-conservative/entropy-stable, which necessitates the development of entropy-conservative flux functions. Bringing these two requirements (the ability to model internal degrees of freedom and entropy conservation) is not trivial, as the internal energies can have very complicated dependencies on the gas state.

We propose a numerical method that works for arbitrary internal energy functions, based on linear interpolation of discretized and tabulated values of the internal degrees of freedom-related quantities (energy, specific heat, entropy). The method has been implemented in the Trixi.jl numerical framework for DG-based simulations of hyperbolic problems, and compared to results obtained via the DLR TAU code, showing excellent agreement between the two approaches.


This figure shows the pressure field for a supersonic flow around a cylinder, computed using the DLR TAU code (left) and the newly developed entropy-conservative method implemented in Trixi.jl (right). PField

This figure shows the temperature profiles along the stagnation line computed using the DLR TAU code and the new method. TStagn

arXiv preprint / Code repository

Contact: Dr. Georgii Oblapenko

Research Highlight 02.24


Parabolic AMR & gmsh meshes for Trixi.jl

Over the past year, the open-source Discontinuous Galerkin (DG) code Trixi.jl has been extended to feature adaptive mesh refinement (AMR) for hyperbolic-parabolic equations such as the compressible Navier-Stokes equations.

Furthermore, existing meshes such as generated by gmsh may now be used in Trixi.jl when exported to Abaqus .inp format.

This is especially useful since high-quality mesh generation is a nontrivial, resource-consuming process. Now, it is possible to use e.g. meshes provided by the NASA Turbulence research group.


This figure shows the density contour of a developing bow-shock around the SD7003 airfoil for a Mach 2 flow. Note that the shock is resolved relatively sharp due to the adaptively refined mesh cells. Density_AMR

In contrast, for a simulation without AMR the shock gets diffused out:

Density_NonAMR

Contact: Daniel Doehring

Research Highlight 12.23


Reconstruction of an ellipsoidal inclusion in EPMA

EPMA (Electron Probe Microanalysis is a non-destructive technique to determine the chemical composition of material samples in the micro- to nanometer range. Based on intensity measurements of characteristic x-radiation, information about the chemical composition of the sample is obtained. The determination of the underlying chemical composition (reconstruction) constitutes an inverse problem.

In this study, we focus on reconstructing an ellipsoidal inclusion of Copper (Cu) in Iron (Fe). The goal is to reconstruct the inclusion's position, rotation, shape, and interface structure.

The provided plots show (artificially simulated) k-ratio measurements for Iron (orange) and Copper (blue). Additionally, k-ratios for materials at different iterations of the optimization (dashed and dotted lines). Only the measurements marked with black crosses are used for the optimization.

Image AltImage Alt

The following plots show the density of the hidden truth (the material we used to artificially simulate the measurements), and an animation of the density of the reconstructed material during the optimization.

Image AltImage Alt

We use a k-ratio model, that simulates electron transport using the PN-approximation of the radiative transfer equation, with a subsequent model for x-ray generation and absorption. Computing the gradient of the measurement error with respect to the material parameters represents a computational challenge.

See also: github.com/tam724/pnepma, Contact: Tamme Claus

Research Highlight 10.23


On the shock-driven hydrodynamic instability in square and rectangular light gas bubbles

A comparative investigation of the hydrodynamic instability development on the shock-driven square and rectangular light gas bubbles is carried out numerically. In contrast to the square bubble, both horizontally and vertically aligned rectangular bubbles with different aspect ratios are taken into consideration, highlighting the impacts of aspect ratios on interface morphology, vorticity production, and bubble deformation. The results show that the aspect ratio of rectangular bubbles has a considerable impact on the evolution of interface morphology in comparison with a square bubble. In horizontal-aligned rectangular bubbles, two secondary vortex rings connected to the primary vortex ring are produced by raising the aspect ratio. While in vertical-aligned rectangular bubbles, two re-entrant jets are seen close to the top and bottom boundaries of the upstream interface with increasing aspect ratio. Simulation Result

The baroclinic vorticity generation affects the deformation of the bubble interface and accelerates the turbulent mixing. Notably, the complexity of the vorticity field keeps growing as the aspect ratio does in horizontal-aligned rectangular bubbles, and the trends are reversed in the vertical-aligned rectangular bubbles. Further, these aspect ratio effects also lead to the different mechanisms of the interface characteristics, including the upstream and downstream distances, width, and height. Finally, the temporal evolution of spatially integrated fields, including average vorticity, vorticity production terms, and enstrophy are analyzed in depth to investigate the impact of aspect ratio on the flow structure.

Singh and Torrilhon, Physics of Fluids 35, 012117 (2023)

Contact: Dr. Satyvir Singh

ACoM participates in SIAM Conference on Computational Science and Engineering

A large group from ACoM participated in the 2023 SIAM Conference on Computational Science and Engineering (CSE) in Amsterdam, taking place from February 26th until March 3rd.

SNuBIC Kick-Off Meeting

The Kick-Off meeting for the new research unit SNuBIC was held in Düsseldorf with the currently 20 members of the unit, including PIs, newly hired PhD candidates and Post-Docs as well as current student research assistants.