Copertina

Equation-informed data-driven identification of flow budgets and dynamics

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Sevryugina, Nataliya, Costanzo, Serena, Kops, Stephen de Bruyn, Caulfield, Colm-cille, Mortazavi, Iraj, Sayadi, Taraneh
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Fluid Dynamics Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Anisotropy of emergent large-scale dynamics in forced stratified shear flows
di: Vieweg, Philipp P, et al.
Pubblicazione: (2025)

Synchronisation in two-dimensional damped-driven Navier-Stokes turbulence: insights from data assimilation and Lyapunov analysis
di: Inubushi, Masanobu, et al.
Pubblicazione: (2025)

HFNO: an interpretable data-driven decomposition strategy for turbulent flows
di: Cayuela, Marco, et al.
Pubblicazione: (2025)

Asymptotic analysis of mixing in stratified turbulent flows, and the conditions for an inertial sub-range
di: Bragg, Andrew D., et al.
Pubblicazione: (2024)

UP-dROM : Uncertainty-Aware and Parametrised dynamic Reduced-Order Model, application to unsteady flows
di: Zighed, Ismaël, et al.
Pubblicazione: (2025)

Understanding the effect of Prandtl number on momentum and scalar mixing rates in neutral and stably stratified flows using gradient field dynamics
di: Bragg, Andrew D., et al.
Pubblicazione: (2023)

Regimes of stratified turbulence at low Prandtl number
di: Shah, Kasturi, et al.
Pubblicazione: (2023)

Development of a high-fidelity computational tool for chemically reacting hypersonic flow simulations
di: Margaritis, Athanasios T., et al.
Pubblicazione: (2022)

Leveraging Scale Separation and Stochastic Closure for Data-Driven Prediction of Chaotic Dynamics
di: Zighed, Ismaël, et al.
Pubblicazione: (2025)

Numerical validation of scaling laws for stratified turbulence
di: Garaud, Pascale, et al.
Pubblicazione: (2024)

Mechanism generating reverse buoyancy flux at the small scales of stably stratified turbulence
di: Bhattacharjee, Soumak, et al.
Pubblicazione: (2025)

Efficient Real-Time Adaptation of ROMs for Unsteady Flows Using Data Assimilation
di: Zighed, Ismaël, et al.
Pubblicazione: (2026)

Evolution of passive scalar mixing layers in stratified and unstratified homogeneous turbulence
di: Kops, Stephen M. de Bruyn, et al.
Pubblicazione: (2026)

Mori-Zwanzig latent space Koopman closure for nonlinear autoencoder
di: Gupta, Priyam, et al.
Pubblicazione: (2023)

Equation identification for fluid flows via physics-informed neural networks
di: New, Alexander, et al.
Pubblicazione: (2024)

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

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

Fine Structures Roll up in the Flow of Film Boiling at High Density Ratios
di: Mortazavi, Saeed, et al.
Pubblicazione: (2024)

Bubble curtains in a lock-exchange flow: the importance of transient dynamics in the curtain-driven regime
di: Raaghav, Shravan K. R., et al.
Pubblicazione: (2025)

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit
di: Yin, Junqi, et al.
Pubblicazione: (2025)

Capillary driven flows in microgravity
di: Fiorini, Domenico, et al.
Pubblicazione: (2023)

Data-driven Mori-Zwanzig modeling of Lagrangian particle dynamics in turbulent flows
di: de Wit, Xander, et al.
Pubblicazione: (2025)

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

A unified framework for prediction of vortex-induced vibration based on the nonlinear data-driven identification of general wake oscillator modeling
di: Cheng, Zhi, et al.
Pubblicazione: (2024)

Topological vortex identification for two-dimensional turbulent flows in doubly periodic domains
di: Kimura, Mitsuaki, et al.
Pubblicazione: (2024)

Interpretable data-driven turbulence modeling for separated flows using symbolic regression with unit constraints
di: Zhang, Boqian, et al.
Pubblicazione: (2024)

Progressive augmentation of Reynolds stress tensor models for secondary flow prediction by computational fluid dynamics driven surrogate optimisation
di: Rincón, M. J., et al.
Pubblicazione: (2023)

Sheared stratified turbulence driven by Kolmogorov flow
di: Sozza, Alessandro, et al.
Pubblicazione: (2025)

Role of flow topology in wind-driven wildfire propagation
di: Viknesh, Siva, et al.
Pubblicazione: (2024)

Scale-by-scale kinetic energy budgets in multiphase turbulence
di: Thiesset, Fabien, et al.
Pubblicazione: (2025)

Projection-based reduced order modeling and data-driven artificial viscosity closures for incompressible fluid flows
di: Prakash, Aviral, et al.
Pubblicazione: (2024)

Experimental identification of blade-level forces, torque, and pitching moment for cross-flow turbines
di: Snortland, Abigale, et al.
Pubblicazione: (2025)

A data-driven approach for modeling large-amplitude flow-induced oscillations of elastically mounted pitching wings
di: Zhu, Yuanhang, et al.
Pubblicazione: (2023)

Incremental Model Order Reduction of Smoothed-Particle Hydrodynamic Simulations
di: Di Costanzo, Eduardo, et al.
Pubblicazione: (2025)

Bouncing behaviour of a particle settling through a density transition layer
di: Wang, Shuhong, et al.
Pubblicazione: (2023)

Air-driven dynamics of viscoplastic liquid layers
di: Shemilt, James D., et al.
Pubblicazione: (2025)

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

Numerical study of transitions in lid-driven flows in semicircular cavities
di: Pan, Tsorng-Whay, et al.
Pubblicazione: (2024)

Data-driven oscillator model for multi-frequency turbulent flows
di: Kim, Youngjae, et al.
Pubblicazione: (2026)

Acoustic pressure modulation driven by spatially non-uniform flow
di: Denner, Fabian
Pubblicazione: (2024)