Kinetic data-driven approach to turbulence subgrid modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Ortali, Giulio, Gabbana, Alessandro, Demo, Nicola, Rozza, Gianluigi, Toschi, Federico |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Numerical Proof of Shell Model Turbulence Closure
by: Ortali, Giulio, et al.
Published: (2022)
by: Ortali, Giulio, et al.
Published: (2022)
Vielbein Lattice Boltzmann approach for fluid flows on spherical surfaces
by: Ambrus, Victor E., et al.
Published: (2025)
by: Ambrus, Victor E., et al.
Published: (2025)
Enhancing lattice kinetic schemes for fluid dynamics with Lattice-Equivariant Neural Networks
by: Ortali, Giulio, et al.
Published: (2024)
by: Ortali, Giulio, et al.
Published: (2024)
Flow-driven hysteresis in the transition boiling regime
by: Gabbana, Alessandro, et al.
Published: (2025)
by: Gabbana, Alessandro, et al.
Published: (2025)
Perfectly Matched Layers and Characteristic Boundaries in Lattice Boltzmann: Accuracy vs Cost
by: Klass, Friedemann, et al.
Published: (2025)
by: Klass, Friedemann, et al.
Published: (2025)
Extreme statistics and extreme events in dynamical models of turbulence
by: de Wit, Xander M., et al.
Published: (2024)
by: de Wit, Xander M., et al.
Published: (2024)
End-to-end optimization of subgrid scale models for discontinuous spectral element schemes based on the discrete adjoint method
by: Clinco, Nicola, et al.
Published: (2026)
by: Clinco, Nicola, et al.
Published: (2026)
Localization-delocalization transition for light particles in turbulence
by: Wang, Ziqi, et al.
Published: (2024)
by: Wang, Ziqi, et al.
Published: (2024)
The discrete direct deconvolution model in the large eddy simulation of turbulence
by: Chang, Ning, et al.
Published: (2024)
by: Chang, Ning, et al.
Published: (2024)
Data-driven Mori-Zwanzig modeling of Lagrangian particle dynamics in turbulent flows
by: de Wit, Xander, et al.
Published: (2025)
by: de Wit, Xander, et al.
Published: (2025)
Blowup driven by critical balance in a differential kinetic model of gravity wave turbulence
by: Schubring, Daniel, et al.
Published: (2025)
by: Schubring, Daniel, et al.
Published: (2025)
The system of the vortex-like structures: the viewpoint on a turbulence modelling
by: Talalov, Sergei V.
Published: (2024)
by: Talalov, Sergei V.
Published: (2024)
Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformation
by: Gowrachari, Harshith, et al.
Published: (2024)
by: Gowrachari, Harshith, et al.
Published: (2024)
DBSCAN in domains with periodic boundary conditions
by: de Wit, Xander M., et al.
Published: (2025)
by: de Wit, Xander M., et al.
Published: (2025)
Hydrodynamics of vortex memory system driven by edge-current and boundary magnetization
by: Musah, Rabiu
Published: (2024)
by: Musah, Rabiu
Published: (2024)
A data-driven study on Implicit LES using a spectral difference method
by: Clinco, Nicola, et al.
Published: (2024)
by: Clinco, Nicola, et al.
Published: (2024)
Efficient point-based simulation of four-way coupled particles in turbulence at high number density
by: de Wit, Xander M., et al.
Published: (2024)
by: de Wit, Xander M., et al.
Published: (2024)
Kinetic closure of turbulence
by: Marson, Francesco, et al.
Published: (2025)
by: Marson, Francesco, et al.
Published: (2025)
What is isotropic turbulence and why is it important?
by: McComb, David
Published: (2024)
by: McComb, David
Published: (2024)
Stochastic resonance of rotating particles in turbulence
by: Wang, Ziqi, et al.
Published: (2025)
by: Wang, Ziqi, et al.
Published: (2025)
Kinetic Equation for Stochastic Vector Bundles
by: Zhong, De-yu, et al.
Published: (2022)
by: Zhong, De-yu, et al.
Published: (2022)
A two-sided subgrid-scale model for mass transfer across fluid interfaces
by: Schwarzmeier, Moritz, et al.
Published: (2025)
by: Schwarzmeier, Moritz, et al.
Published: (2025)
Casimir preserving numerical method for global multilayer geostrophic turbulence
by: Franken, Arnout, et al.
Published: (2024)
by: Franken, Arnout, et al.
Published: (2024)
Generative AI for subgrid turbulence in large-eddy simulations
by: Cheng, Yu, et al.
Published: (2025)
by: Cheng, Yu, et al.
Published: (2025)
Physical significance of artificial numerical noise in direct numerical simulation of turbulence
by: Liao, Shijun, et al.
Published: (2025)
by: Liao, Shijun, et al.
Published: (2025)
Nonintrusive projection-based reduced order modeling using stable learned differential operators
by: Prakash, Aviral, et al.
Published: (2024)
by: Prakash, Aviral, et al.
Published: (2024)
Multi-scale interactions in turbulent mixed convection drive efficient transport of Lagrangian particles
by: Grace, Andrew P., et al.
Published: (2024)
by: Grace, Andrew P., et al.
Published: (2024)
Physics-informed data-driven inference of an interpretable equivariant LES model of incompressible fluid turbulence
by: Ugliotti, Matteo, et al.
Published: (2026)
by: Ugliotti, Matteo, et al.
Published: (2026)
Gaussian process approach within a data-driven POD framework for fluid dynamics engineering problems
by: Ortali, Giulio, et al.
Published: (2020)
by: Ortali, Giulio, et al.
Published: (2020)
Data-driven modeling of multiscale phenomena with applications to fluid turbulence
by: Choi, Brandon, et al.
Published: (2025)
by: Choi, Brandon, et al.
Published: (2025)
An LES model with finite-rate phase change and subgrid spray based on a thermodynamically consistent four-equation multiphase model
by: Collis, Henry, et al.
Published: (2026)
by: Collis, Henry, et al.
Published: (2026)
Validation of symmetry-induced high moment velocity and temperature scaling laws in a turbulent channel flow
by: Alcántara-Ávila, Francisco, et al.
Published: (2024)
by: Alcántara-Ávila, Francisco, et al.
Published: (2024)
Demonstration of the rotational viscosity transfer across scales in Navier-Stokes turbulence
by: Tsuzuki, Satori
Published: (2025)
by: Tsuzuki, Satori
Published: (2025)
The quantum vortices dynamics: spatio-temporal scale hierarchy and origin of turbulence
by: Talalov, S. V.
Published: (2023)
by: Talalov, S. V.
Published: (2023)
A comparative computational study of different formulations of the compressible Euler equations for mesoscale atmospheric flows in a finite volume framework
by: Girfoglio, Michele, et al.
Published: (2024)
by: Girfoglio, Michele, et al.
Published: (2024)
Twisting vortex lines regularize Navier-Stokes turbulence
by: Buaria, Dhawal, et al.
Published: (2024)
by: Buaria, Dhawal, et al.
Published: (2024)
Learning subgrid interfacial area in two-phase flows with regime-dependent inductive biases
by: Bhattacharjee, Anirban, et al.
Published: (2026)
by: Bhattacharjee, Anirban, et al.
Published: (2026)
The role of sign indefinite invariants in shaping turbulent cascades
by: Shavit, Michal, et al.
Published: (2023)
by: Shavit, Michal, et al.
Published: (2023)
The turbulence development at its initial stage: a scenario based on the idea of vortices decay
by: Talalov, S. V.
Published: (2023)
by: Talalov, S. V.
Published: (2023)
Theoretical analysis of a two-dimensional bilayer convection-diffusion-reaction-source problem
by: Umbricht, Guillermo Federico, et al.
Published: (2025)
by: Umbricht, Guillermo Federico, et al.
Published: (2025)
Similar Items
-
A Numerical Proof of Shell Model Turbulence Closure
by: Ortali, Giulio, et al.
Published: (2022) -
Vielbein Lattice Boltzmann approach for fluid flows on spherical surfaces
by: Ambrus, Victor E., et al.
Published: (2025) -
Enhancing lattice kinetic schemes for fluid dynamics with Lattice-Equivariant Neural Networks
by: Ortali, Giulio, et al.
Published: (2024) -
Flow-driven hysteresis in the transition boiling regime
by: Gabbana, Alessandro, et al.
Published: (2025) -
Perfectly Matched Layers and Characteristic Boundaries in Lattice Boltzmann: Accuracy vs Cost
by: Klass, Friedemann, et al.
Published: (2025)