Cover Image

Mapping surface height dynamics to subsurface flow physics in free-surface turbulent flow using a shallow recurrent decoder

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moen, Kristoffer S., Aarnes, Jørgen R., Ellingsen, Simen Å., Kutz, J. Nathan
Format:	Preprint
Published:	2025
Subjects:	Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Vortex structures under dimples and scars in turbulent free-surface flows
by: Aarnes, Jørgen R., et al.
Published: (2024)

Simultaneous measurement of surface topography and subsurface velocity field in free-surface turbulent flow
by: Semati, Ali, et al.
Published: (2025)

Experimental investigation relating free-surface features to sub-surface turbulence
by: Babiker, Omer M., et al.
Published: (2025)

Sub-surface turbulence and free-surface features
by: Ferran, Amélie, et al.
Published: (2026)

Exact dispersion relation for linear surface waves on arbitrary vertical shear
by: Heinrich, Kjell S., et al.
Published: (2026)

Turbulence-induced anti-Stokes flow: experiments and theory
by: Ellingsen, Simen Å., et al.
Published: (2025)

Rediscovering shallow water equations from experimental data
by: Heinrich, Kjell S., et al.
Published: (2025)

Scatterless interferences: Delay of laminar-to-turbulent flow transition by a lattice of subsurface phonons
by: Hussein, Mahmoud I., et al.
Published: (2025)

How far does the influence of the free surface extend in turbulent open channel flow?
by: Bauer, Christian, et al.
Published: (2025)

Restricted Euler dynamics in free-surface turbulence
by: Qi, Yinghe, et al.
Published: (2024)

Small-scale dynamics and structure of free-surface turbulence
by: Qi, Yinghe, et al.
Published: (2024)

Sensing with shallow recurrent decoder networks
by: Williams, Jan P., et al.
Published: (2023)

Weakly coupled fluid-structure interaction between wall-bounded turbulent flows and defect-embedded phononic subsurfaces
by: Lin, Ching-Te, et al.
Published: (2026)

The dynamics of fibers dispersed in viscoelastic turbulent flows
by: Aswathy, M. S., et al.
Published: (2024)

Dynamically relevant recurrent flows obtained via a nonlinear recurrence function from two-dimensional turbulence
by: Redfern, Edward M., et al.
Published: (2024)

The influence of free-stream turbulence on the fluctuating loads experienced by a cylinder exposed to a turbulent cross-flow
by: de Oliveira, Francisco J. G., et al.
Published: (2024)

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

Enhanced Level-Set Method for free surface flow applications
by: Ferro, Paulin, et al.
Published: (2024)

On the generation of free-surface waves by instabilities in quadratic shear flows
by: Muppirala, Harishankar, et al.
Published: (2025)

Hysteresis in the dissipation in turbulent flows
by: Ahmad, M., et al.
Published: (2025)

Contact-angle hysteresis provides resistance to drainage of liquid-infused surfaces in turbulent flows
by: Saoncella, Sofia, et al.
Published: (2024)

The role of disordered dynamics on the nature of transition in a turbulent reactive flow system
by: Sudarsanan, Sivakumar, et al.
Published: (2024)

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

Pathologies of low-Froude free-surface flows over smoothed bodies
by: Johnson-Llambias, Yyanis, et al.
Published: (2024)

Asymmetric vertical transport in weakly forced shallow flows
by: Ramírez, Lenin M. Flores, et al.
Published: (2024)

Nonlinear estimation in turbulent channel flows
by: Ding, Jitong, et al.
Published: (2024)

Experimental observation of flow instability control by metamaterial subsurfaces
by: Keogh, Melanie, et al.
Published: (2025)

Validation and parameterization of a novel physics-constrained neural dynamics model applied to turbulent fluid flow
by: Shankar, Varun, et al.
Published: (2021)

Fluctuation covariance-based study of roll-streak dynamics in Poiseuille flow turbulence
by: Nikolaidis, Marios-Andreas, et al.
Published: (2023)

Data assimilation and discrepancy modeling with shallow recurrent decoders
by: Bao, Yuxuan, et al.
Published: (2025)

The Effect of Horizontal Shear on Extracting Water Currents From Surface Wave Data
by: Weichert, Stefan, et al.
Published: (2024)

Surface bubble lifetime in the presence of a turbulent air flow, and the effect of surface layer renewal
by: Aurégan, Tristan, et al.
Published: (2025)

Nonlocality of the slip length operator for scalar and momentum transport in turbulent flow over superhydrophobic surfaces
by: Liu, Kimberly, et al.
Published: (2024)

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

Routes to turbulence in Taylor-Couette flow
by: Feldmann, Daniel, et al.
Published: (2022)

Coherent pressure structures in turbulent channel flow
by: Amaral, F. R., et al.
Published: (2021)

Structure and energy transfer in homogeneous turbulence below a free surface
by: Ruth, Daniel J., et al.
Published: (2024)

A toy model of turbulent shear flow using vortons
by: Ruffenach, Wandrille, et al.
Published: (2025)

Ill posedness in shallow multi-phase debris flow models
by: Langham, Jake, et al.
Published: (2025)

Data-assisted, physics-informed propagators for recurrent flows
by: Lichtenegger, Thomas
Published: (2023)