Cover Image

Neural Network for Subgrid Turbulence Modeling for Large Eddy Simulations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Vital, Eduardo, Gratien, Jean-Marc, Ayoun, Yassine, Faney, Thibault, Bohbot, Julien
Format:	Preprint
Published:	2025
Subjects:	Fluid Dynamics Computational Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multiscale Convolutional Neural Networks for Subgrid-scale Modeling in Large-Eddy Simulation
by: Jalaali, Bahrul, et al.
Published: (2025)

Large Eddy Simulation using Nonlinearly Stable Flux Reconstruction
by: Brillon, Julien, et al.
Published: (2024)

Physics-Constrained Neural Closure for Lattice Boltzmann Large-Eddy Simulation
by: Khan, Muhammad Idrees, et al.
Published: (2026)

Artificial and Eddy Viscosity in Large Eddy Simulation Part 2: Turbulence Models
by: Sun, Jing, et al.
Published: (2025)

Large-Eddy Simulations of Stochastic Burgers Turbulence Using Fully Conservative Higher-Order Schemes
by: Sharifi, Mehran
Published: (2024)

Efficient Wall-Modelled Large Eddy Simulation of Rotors using Homogenized Lattice Boltzmann Methods
by: Kummerländer, Adrian, et al.
Published: (2025)

Assessment of the Gradient Jump Penalisation in Large-Eddy Simulations of Turbulence
by: Du, Shiyu, et al.
Published: (2025)

Discovery of Sparse Invariant Subgrid-Scale Closures via Dissipation-Controlled Training for Large Eddy Simulation on Anisotropic Grids
by: Friess, Samantha, et al.
Published: (2026)

Numerically Consistent Non-Boussinesq Subgrid-scale Stress Model with Enhanced Convergence
by: Ling, Yuenong, et al.
Published: (2026)

Dynamic Nonlocal Passive Scalar Subgrid-Scale Turbulence Modeling
by: Seyedi, S. Hadi, et al.
Published: (2022)

Large Eddy Simulations of Turbulent Pipe Flows At Moderate-To-High Reynolds Numbers
by: Garg, Himani, et al.
Published: (2022)

Wall-Modeled Large-Eddy Simulation of Turbulent Non-Newtonian Power-Law Fluid Flows
by: Taghvaei, Mohammad, et al.
Published: (2025)

Reduced Subgrid Scale Terms in Three-Dimensional Turbulence
by: Hoekstra, Rik, et al.
Published: (2025)

A Priori Assessment of Rotational Invariance in Multiscale Convolutional Neural Network-Based Subgrid-Scale Model for Wall-Bounded Turbulent Flows
by: Jalaali, Bahrul, et al.
Published: (2025)

Wave-Particle Based Multiscale Modeling and Simulation of Non-equilibrium Turbulent Flows
by: Yang, Xiaojian, et al.
Published: (2025)

Physics-enhanced Neural Operator for Simulating Turbulent Transport
by: Chen, Shengyu, et al.
Published: (2024)

twoPhaseInterTrackFoam: an OpenFOAM module for Arbitrary Lagrangian/Eulerian Interface Tracking with Surfactants and Subgrid-Scale Modeling
by: Schwarzmeier, Moritz, et al.
Published: (2024)

EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale
by: Du, Yiheng, et al.
Published: (2025)

Body-Free Simulation of Three-Dimensional Turbulent Cylinder Wakes
by: Wang, Zhicheng, et al.
Published: (2025)

Simulating Three-dimensional Turbulence with Physics-informed Neural Networks
by: Wang, Sifan, et al.
Published: (2025)

Neural Differentiable Modeling with Diffusion-Based Super-resolution for Two-Dimensional Spatiotemporal Turbulence
by: Fan, Xiantao, et al.
Published: (2024)

Large Eddy Simulations of Flow over Additively Manufactured Surfaces: Impact of Roughness and Skewness on Turbulent Heat Transfer
by: Garg, Himani, et al.
Published: (2024)

A Dynamic Subgrid-Scale Model Based on Liutex Theory for Wall-Bounded Turbulent Flows
by: Chen, Jiawei, et al.
Published: (2025)

Learned Coarse Models for Efficient Turbulence Simulation
by: Stachenfeld, Kimberly, et al.
Published: (2021)

The Minimal Attached Eddy in Wall Turbulence: Statistical Foundations, Inverse Identification and Influence Kernels
by: Duraisamy, Karthik
Published: (2023)

Artificial and Eddy Viscosity in Large Eddy Simulation Part 1: Temporal and Spatial Schemes
by: Sun, Jing, et al.
Published: (2025)

Artificial Bottleneck Effect in Large Eddy Simulations
by: Kamal, Mostafa, et al.
Published: (2025)

Statistical Dynamics and Subgrid Modelling of Turbulence: From Isotropic to Inhomogeneous
by: Frederiksen, Jorgen S., et al.
Published: (2024)

Reviving the Vortex Particle Method: A Stable Formulation for Meshless Large Eddy Simulation
by: Alvarez, Eduardo J., et al.
Published: (2022)

Scaling in Supersonic Turbulence: Energy Spectra and Fluxes using High-Fidelity Direct Numerical Simulations
by: Tiwari, Harshit, et al.
Published: (2026)

Spectrally Decomposed Diffusion Models for Generative Turbulence Recovery
by: Sardar, Mohammed, et al.
Published: (2023)

Non-Linear Super-Stencils for Turbulence Model Corrections
by: Luther, Jonas, et al.
Published: (2024)

Space-dependent Aggregation of Stochastic Data-driven Turbulence Models
by: Cherroud, Soufiane, et al.
Published: (2023)

Physics Constrained Deep Learning For Turbulence Model Uncertainty Quantification
by: Chu, Minghan, et al.
Published: (2024)

Quantum-Inspired Simulation of 2D Turbulent Rayleigh-Bénard Convection
by: van Hülst, Nis-Luca, et al.
Published: (2026)

Quantum-Inspired Fluid Simulation of 2D Turbulence with GPU Acceleration
by: Hölscher, Leonhard, et al.
Published: (2024)

Wave Particle Turbulent Simulation of Spatially Developing Round Jets Using a Non Equilibrium Transport Model with a Mixing Length Characteristic Time Closure
by: Yang, Xiaojian, et al.
Published: (2026)

Prediction of Extreme Events in Multiscale Simulations of Geophysical Turbulence using Reinforcement Learning
by: Guan, Yifei, et al.
Published: (2026)

Ensembles in Urban Large Eddy Simulations with Changing Wind Direction
by: Keskinen, Jukka-Pekka, et al.
Published: (2025)

Large-Eddy Simulation of Reacting Flow in a Turbine Stage
by: Zhu, Yalu, et al.
Published: (2026)