Cover Image

Data-driven modeling of multiscale phenomena with applications to fluid turbulence

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Choi, Brandon, Ugliotti, Matteo, Reynoso, Mateo, Gurevich, Daniel R., Grigoriev, Roman O.
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

Physics-informed data-driven inference of an interpretable equivariant LES model of incompressible fluid turbulence
by: Ugliotti, Matteo, et al.
Published: (2026)

Self-similarity and the direct (enstrophy) cascade in two-dimensional fluid turbulence
by: Reynoso, Mateo, et al.
Published: (2023)

Learning fluid physics from highly turbulent data using sparse physics-informed discovery of empirical relations (SPIDER)
by: Gurevich, Daniel R., et al.
Published: (2021)

Fluid-kinetic multiscale solver for wall-bounded turbulence
by: Chandran, Akshay, et al.
Published: (2025)

Enhanced numerical models for two-component fluid flow in multiscale porous structures
by: Yang, J., et al.
Published: (2025)

Data-driven discovery of the equations of turbulent convection
by: Wareing, Christopher J., et al.
Published: (2025)

Data-driven nonlinear turbulent flow scaling with Buckingham Pi variables
by: Fukami, Kai, et al.
Published: (2024)

Kinetic data-driven approach to turbulence subgrid modeling
by: Ortali, Giulio, et al.
Published: (2024)

Direct numerical simulation of complete transition to turbulence with a fluid at supercritical pressure
by: Boldini, Pietro Carlo, et al.
Published: (2025)

Data-driven time-dependent bases for turbulent airfoil wake-extreme vortex gust interactions
by: Ashtiani, Shaghayegh Zamani, et al.
Published: (2025)

Half-explicit Runge-Kutta integrators for variational multiscale turbulence modeling: Toward higher-order accuracy in space and time
by: Sun, Yujie, et al.
Published: (2025)

Data-driven turbulence modeling
by: Cinnella, Paola
Published: (2024)

Revisit eddy viscosity in pressure-driven wall turbulence at high Reynolds number
by: Xu, Ben-Rui, et al.
Published: (2026)

Reynolds number dependence of length scales governing turbulent flow separation with application to wall-modeled large-eddy simulations
by: Agrawal, Rahul, et al.
Published: (2023)

Blowup driven by critical balance in a differential kinetic model of gravity wave turbulence
by: Schubring, Daniel, et al.
Published: (2025)

Data-driven modeling of hypersonic reentry flow with heat and mass transfer
by: Gkimisis, Leonidas, et al.
Published: (2022)

A posteriori closure of turbulence models: are symmetries preserved?
by: Freitas, André, et al.
Published: (2025)

Modelling of transport phenomena in gases based on quantum scattering
by: Sharipov, Felix
Published: (2018)

An adaptive, data-driven multiscale approach for dense granular flows
by: Siddani, B., et al.
Published: (2025)

Data-driven sparse modeling and decomposition for superspreading-wetting dynamics of a droplet
by: Fukami, Kai, et al.
Published: (2026)

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

Numerical simulations of a stochastic dynamics leading to cascades and loss of regularity: applications to fluid turbulence and generation of fractional Gaussian fields
by: Beck, Geoffrey, et al.
Published: (2024)

Preserving large-scale features in simulations of elastic turbulence
by: Yerasi, Sumithra R., et al.
Published: (2023)

Accelerating the Monte Carlo simulation of the Enskog equation for multiscale dense gas flows
by: Hu, Bin, et al.
Published: (2025)

Implementation of integral surface tension formulations in a volume of fluid framework and their applications to Marangoni flows
by: Saini, Mandeep, et al.
Published: (2025)

A note on the error analysis of data-driven closure models for large eddy simulations of turbulence
by: Chakraborty, Dibyajyoti, et al.
Published: (2024)

Sensitivity analysis of wall-modeled large-eddy simulation for separated turbulent flow
by: Zhou, Di, et al.
Published: (2023)

Kinetic closure of turbulence
by: Marson, Francesco, et al.
Published: (2025)

Resonance phenomena of thermo-bioconvection generated by chemotactic bacteria under unsteady heat condition
by: Yanaoka, Hideki, et al.
Published: (2025)

Dimensional lattice Boltzmann method for transport phenomena simulation without conversion to lattice units
by: Martins, Ivan Talão, et al.
Published: (2023)

A unified gas-kinetic wave-particle method for multiscale binary-species gas mixtures
by: Cao, Junzhe, et al.
Published: (2026)

KH-PINN: Physics-informed neural networks for Kelvin-Helmholtz instability with spatiotemporal and magnitude multiscale
by: Wu, Jiahao, et al.
Published: (2024)

Reduced-order modeling of large-scale turbulence using Koopman $β$-variational autoencoders
by: Halder, Rakesh, et al.
Published: (2025)

The discrete direct deconvolution model in the large eddy simulation of turbulence
by: Chang, Ning, et al.
Published: (2024)

Simulating fluid-fluid displacement in a soft capillary tube: How compliance delays interfacial instability and bubble pinch-off
by: Bhopalam, Sthavishtha R., et al.
Published: (2025)

On the importance of stochasticity in closures of turbulence
by: Freitas, André, et al.
Published: (2026)

Cascades of turbulent kinetic energy and multicomponent scalars in a momentum-scalar coupling turbulence driven by multiscale forces under homogeneous and isotropic hypotheses
by: Zhao, Wei
Published: (2023)

Simulation and analysis of turbulent flame and its effect on the wall of aero engine combustor
by: Mokhtari, A., et al.
Published: (2025)

Uni-Flow: a unified autoregressive-diffusion model for complex multiscale flows
by: Xue, Xiao, et al.
Published: (2026)

Data-driven turbulence modelling for magnetohydrodynamic flows in annular pipes
by: Santamaria, Alejandro Montoya, et al.
Published: (2025)