Adaptive Characteristic Mapping Method for the Euler Equations – CM2E
Exploring extremely fine scales in turbulence with the flow map
An innovative for solving transport dominated problems with extremely high resolution capabilities is developed. The idea is to compute the evolution of the characteristic flow map numerically on a coarse grid. Different evolved flow quantities can then be computed from their initial condition with very high resolution. This allows to analyze singularities for instance in the 3D incompressible Euler equations.
Numerical method for transport dominted problems with extreme resolution capabilities
We develop a numerical method for transport dominted problems with extreme resolution capabilities using the characteristic flow map.
extremely high resolution capabilities of the scheme obtained by decomposing the flow map and appropriate remapping
X.-Y. Yin, K. Schneider and J.-C. Nave.
A Characteristic Mapping Method for the three-dimensional incompressible Euler equations.
J. Comput. Phys., 477, 111876, 2023.
S. Taylor, J.-C. Nave
A characteristic mapping method for incompressible hydrodynamics on a rotating sphere.
arXiv:2302.01205
T. Oujia, K. Matsuda and K. Schneider. Computing differential operators of the particle velocity in moving particle clouds using tessellations. Preprint, 12/2022. arXiv:2212.03580
S. V. Apte, T. Oujia, K. Matsuda, B. Kadoch, X. He and K. Schneider. Clustering of inertial particles in turbulent flow through a porous unit cell. J. Fluid Mech., 937, A9, 2022.
X.-Y. Yin, O. Mercier, B. Yadav, K. Schneider and J.-C. Nave. A Characteristic Mapping Method for the two-dimensional incompressible Euler equations. J. Comput. Phys., 424, 109781, 2021.
Even though computational resources grow rapidly, the extremely fine scales in fluid and plasma turbulence remain beyond reach using existing numerical methods. A combination of computational power and ingenious physical insights is usually needed to go beyond the brute force limit. We propose here to develop a novel numerical method, a fully Adaptive Characteristic Mapping Method (ACMM) for evolving the flow map, which yields exponential resolution in linear time. First results for the 2D incompressible Euler equations show the extremely high resolution capabilities of the scheme. The project consists of 2 parts. Part one is focused on the development of ACMM for 2D systems, including its adaptive version using multiresolution techniques and subsequently its application to 2D Euler flows, passive scalar mixing and magnetic reconnection problems. In the second part, we will extend the method to 3D and investigate the formation of singularities and turbulent dissipation.
Project coordination
Kai Schneider (Institut de Mathématiques de Marseille)
The author of this summary is the project coordinator, who is responsible for the content of this summary. The ANR declines any responsibility as for its contents.
Partnership
Université McGill
LMFA LABORATOIRE DE MÉCANIQUE DES FLUIDES ET D'ACOUSTIQUE
CRM Centre de recherches mathématiques
I2M Institut de Mathématiques de Marseille
Help of the ANR 332,082 euros
Beginning and duration of the scientific project:
- 48 Months