Cover Image

Progressive augmentation of Reynolds stress tensor models for secondary flow prediction by computational fluid dynamics driven surrogate optimisation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rincón, M. J., Amarloo, A., Reclari, M., Yang, X. I. A., Abkar, M.
Format:	Preprint
Published:	2023
Subjects:	Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Frozen propagation of Reynolds force vector from high-fidelity data into Reynolds-averaged simulations of secondary flows
by: Amarloo, Ali, et al.
Published: (2022)

Implementation and verification of the resolved Reynolds stress transport equations in OpenFOAM
by: Rincón, Mario J., et al.
Published: (2025)

A generalisable data-augmented turbulence model with progressive and interpretable corrections for incompressible wall-bounded flows
by: Rincón, Mario J., et al.
Published: (2025)

A progressive data-augmented RANS model for enhanced wind-farm simulations
by: Amarloo, Ali, et al.
Published: (2024)

Data-driven approach for modeling Reynolds stress tensor with invariance preservation
by: Fu, Xuepeng, et al.
Published: (2023)

Wall-modeled large-eddy simulation of turbulent smooth body separation using the OpenFOAM flow solver
by: Hansen, Christoffer, et al.
Published: (2024)

An extended $k-\varepsilon$ model for wake-flow simulation of wind farms
by: Zehtabiyan-Rezaie, Navid, et al.
Published: (2023)

Reynolds number effects on surface-induced secondary flows in turbulent boundary layers
by: Medjnoun, T., et al.
Published: (2025)

Viscosity-model-independent generalized Reynolds number for laminar flow of shear-thinning and viscoplastic fluids
by: Bilgi, Coskun, et al.
Published: (2023)

On the structure and dynamics of secondary flows over multi-column roughness in channel flow
by: Sathe, A. S., et al.
Published: (2025)

Wind-farm power prediction using a turbulence-optimized Gaussian wake model
by: Zehtabiyan-Rezaie, Navid, et al.
Published: (2024)

Self-scaling tensor basis neural network for Reynolds stress modeling of wall-bounded turbulence
by: Yuan, Zelong, et al.
Published: (2026)

Lattice Boltzmann model for non-ideal compressible fluid dynamics
by: Hosseini, S. A., et al.
Published: (2025)

A symbolic regression-based implicit algebraic stress turbulence model: incorporating the production of non-dimensional Reynolds stress deviatoric tensor
by: Ji, Ziqi, et al.
Published: (2025)

Anomalous Reynolds stress and dynamic mechanisms in two-dimensional elasto-inertial turbulence of viscoelastic channel flow
by: Cheng, Haotian, et al.
Published: (2025)

Reynolds stress scaling in the near-wall region of wall-bounded flows
by: Smits, Alexander J., et al.
Published: (2021)

Data-driven Koopman operator predictions of turbulent dynamics in models of shear flows
by: Constante-Amores, C. Ricardo, et al.
Published: (2024)

Data discovery of low dimensional fluid dynamics of turbulent flows
by: Lin, X., et al.
Published: (2024)

More considerations about the symmetry of the stress tensor of fluids
by: Luo, Ji
Published: (2023)

A computational fluid dynamics model for the simulation of flashboiling flow inside pressurized metered dose inhalers
by: Rossi, Riccardo, et al.
Published: (2025)

Full-component reconstruction of three-dimensional fluid stress tensors
by: Kumagai, Shunsuke, et al.
Published: (2026)

High Reynolds number trends of centerline mean velocity and normal stress in pipe flow
by: Nagib, Hassan, et al.
Published: (2025)

A novel data-driven method for augmenting turbulence modeling for unsteady cavitating flows
by: Apte, Dhruv, et al.
Published: (2024)

FluidFlow: a flow-matching generative model for fluid dynamics surrogates on unstructured meshes
by: Ramos, David, et al.
Published: (2026)

Physics informed data-driven near-wall modelling for lattice Boltzmann simulation of high Reynolds number turbulent flows
by: Xue, Xiao, et al.
Published: (2024)

Bubble coalescence dynamics in a high-Reynolds number decaying turbulent flow
by: Kumar, Vivek, et al.
Published: (2025)

Criteria for dynamic stall onset and vortex shedding in low Reynolds number flows
by: Sudharsan, Sarasija, et al.
Published: (2024)

Building-block flow model for computational fluids
by: Arranz, Gonzalo, et al.
Published: (2024)

Reynolds stress scaling in the near-wall region
by: Smits, Alexander J., et al.
Published: (2021)

New Interpretation for error propagation of data-driven Reynolds stress closures via global stability analysis
by: Shan, Xianglin, et al.
Published: (2024)

Newtonian-like behavior of starting vortex flow in superfluid helium at high Reynolds numbers
by: Blaha, J., et al.
Published: (2025)

Extension of the law of the wall exploiting weak similarity of velocity fluctuations in turbulent channels
by: Hansen, Christoffer, et al.
Published: (2023)

Internal stresses in low-Reynolds-number fractal aggregates
by: Polimeno, Matteo, et al.
Published: (2024)

On the Reynolds analogy for high-speed rough-wall flows: implications for wall modelling
by: Cogo, Michele, et al.
Published: (2026)

A model for Reynolds-dependent linear instability in wall-bounded shear flows
by: Dabiri, John O., et al.
Published: (2025)

Development of transitional Reynolds number correlation and assessment of RANS for predictions of bypass transition
by: Gonzalez, Carlos A., et al.
Published: (2025)

Mathematical modelling and computational reduction of molten glass fluid flow in a furnace melting basin
by: Ballarin, Francesco, et al.
Published: (2023)

Collapse of turbulence in optimised curved pipe flow
by: Bagheri, Eman, et al.
Published: (2025)

Early onset of secondary shear instability in Kelvin-Helmholtz braids at high Reynolds number
by: Bouckley, Emma R., et al.
Published: (2026)

Lattice Boltzmann-Carleman quantum algorithm and circuit for fluid flows at moderate Reynolds number
by: Sanavio, Claudio, et al.
Published: (2023)