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physics.flu-dyn2026
Multiresolution analysis on tessellation graphs for inertial particle dynamics
Keigo Matsuda, Thibault Maurel-Oujia, Kai Schneider
A multiresolution technique on tessellation graphs for particle dynamics is proposed. This allows to split spatial field data given on millions of discrete particle positions into…
physics.flu-dyn2024
Singularity formation of vortex sheets in 2D Euler equations using the characteristic mapping method
Julius Bergmann, Thibault Maurel-Oujia, Xi-Yuan +3
The goal of this numerical study is to get insight into singular solutions of the two-dimensional (2D) Euler equations for non-smooth initial data, in particular for vortex sheets.…
physics.flu-dyn2023
Neural network models for preferential concentration of particles in two-dimensional turbulence
Thibault Maurel-Oujia, Suhas S. Jain, Keigo Matsuda +3
Cluster and void formations are key processes in the dynamics of particle-laden turbulence. In this work, we assess the performance of various neural network models for synthesizin…