Cover Image

Discovering Boundary Equations for Wave Breaking using Machine Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Tianning, Chen, Yuntian, Cao, Rui, Mostert, Wouter, Taylor, Paul H., McAllister, Mark L., Tai, Bing, Ma, Yuxiang, Callaghan, Adrian H., Adcock, Thomas A. A.
Format:	Preprint
Published:	2024
Subjects:	Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fragmentation of Colliding Liquid Rims
by: Tang, Kaitao, et al.
Published: (2023)

A physically-informed sea spray generation model for splashing waves
by: Tang, Kaitao, et al.
Published: (2025)

Droplet Bag Formation in Turbulent Airflows
by: Tang, Kaitao, et al.
Published: (2024)

Breaking-induced energy dissipation of surface gravity waves at varying scales and co-flowing wind stresses
by: Cao, Rui, et al.
Published: (2026)

Numerical simulations of simultaneous pair-drop impacts and their energetics
by: Zhang, Ziyao, et al.
Published: (2026)

Physics-informed neural networks for phase-resolved data assimilation and prediction of nonlinear ocean waves
by: Ehlers, Svenja, et al.
Published: (2025)

On the limiting geometry of unsteady breaking waves subject to co-flowing wind: spectrally-informed versus locally-measured steepness
by: Cao, Rui, et al.
Published: (2026)

The influence of spectral bandwidth and shape on deep-water wave breaking onset
by: McAllister, M. L., et al.
Published: (2023)

Dynamics of jet formation and collapse for axisymmetric surface gravity waves: coupled 3D potential flow and SPH simulations
by: Kanehira, Taiga, et al.
Published: (2025)

Discovering an interpretable mathematical expression for a full wind-turbine wake with artificial intelligence enhanced symbolic regression
by: Wang, Ding, et al.
Published: (2024)

On the Consistency of Dynamic Wetting Boundary Conditions for the Navier-Stokes-Cahn-Hilliard Equations
by: Demont, T. H. B., et al.
Published: (2024)

Filtered Partial Differential Equations: a robust surrogate constraint in physics-informed deep learning framework
by: Zhang, Dashan, et al.
Published: (2023)

Wave Phenomena and Wave Equations
by: Leuchs, Gerd, et al.
Published: (2026)

Generative Discovery of Partial Differential Equations by Learning from Math Handbooks
by: Xu, Hao, et al.
Published: (2025)

Breaking bubbles across multiple timescales in turbulence
by: Qi, Yinghe, et al.
Published: (2024)

Multipoint Statistical Turbulent Dynamics from Hopf Equation Closures
by: Warnecke, Mark
Published: (2026)

A Comprehensive Review of Pre-Darcy Flows in Low-Permeability Porous Media
by: Teng, Yuntian, et al.
Published: (2024)

Quantum Carleman Linearization of the Lattice Boltzmann Equation with Boundary Conditions
by: Bakker, Bastien, et al.
Published: (2023)

Far-field Boundary Conditions for Airfoil Simulation at High Incidence in Steady, Incompressible, Two-dimensional Flow
by: Golmirzaee, Narges, et al.
Published: (2024)

Boundary Layer Transition as Succession of Temporal and Spatial Symmetry Breaking
by: Lin, Cong, et al.
Published: (2025)

Gauging Centrifugal Instabilities in Compressible Free-Shear Layers Via Nonlinear Boundary Region Equations
by: Es-SAhli, Omar, et al.
Published: (2024)

Physics-Informed Priors with Application to Boundary Layer Velocity
by: Menicali, Luca, et al.
Published: (2023)

Boundary element formulation of the Mild-Slope Equation for harmonic water waves propagating over unidirectional variable bathymetries
by: Cerrato, Antonio, et al.
Published: (2025)

Gravity Wave Interactions in the Stratocumulus-Topped Boundary Layer
by: Balakrishna, Arun, et al.
Published: (2026)

Analytical Solutions of the Minimal Nonlinear Equation for the Yaw Response of Tail Fins and Wind Vanes
by: Hammam, Mohamed M., et al.
Published: (2026)

Centralized Gradient-Based Reconstruction for Wall Modelled Large Eddy Simulations of Hypersonic Boundary Layer Transition
by: Hoffmann, Natan, et al.
Published: (2024)

Boundary Treatment for Variational Quantum Simulations of Partial Differential Equations on Quantum Computers
by: Over, Paul, et al.
Published: (2024)

A Physics-Informed, Deep Double Reservoir Network for Forecasting Boundary Layer Velocity
by: Bonas, Matthew, et al.
Published: (2023)

Plane-Symmetric Capillary Turbulence: Five-Wave Interactions
by: Kochurin, E. A., et al.
Published: (2025)

Machine-learning wall-model large-eddy simulation accounting for isotropic roughness under local equilibrium
by: Ma, Rong, et al.
Published: (2024)

Machine-learning wall model of large-eddy simulation for low- and high-speed flows over rough surfaces
by: Ma, Rong, et al.
Published: (2026)

Inertial range scaling of inhomogeneous turbulence
by: Araki, Ryo, et al.
Published: (2022)

Symbolic Regression-Enhanced Dynamic Wake Meandering: Fast and Physically Consistent Wind-Turbine Wake Modeling
by: Wang, Ding, et al.
Published: (2025)

Spiral Wave Solutions in Water Waves
by: Ablowitz, Mark J., et al.
Published: (2025)

Sim‐Net: Simulation Net for Solving Seepage Equation Under Unsteady Boundary
by: Daolun Li, et al.
Published: (2024)

Realizability-Constrained Machine Learning for Turbulence Closures in Wake Flows
by: Ansari, Talib, et al.
Published: (2026)

Visualization of Suppressed Shock Wave/Turbulent Boundary Layer Interaction Using Cryogenic Wall Cooling
by: Miki, Yuma, et al.
Published: (2025)

Boundary layers in quasi-static magnetoconvection with a vertical field and their implications for heat transport
by: AlRefae, Talal, et al.
Published: (2025)

Waves in strong centrifugal filed: dissipative gas
by: Bogovalov, S. V., et al.
Published: (2024)

Spatio-Temporal Performance of 2D Local Inertial Hydrodynamic Models for Urban Drainage and Dam-Break Applications
by: Gomes Jr., Marcus N., et al.
Published: (2024)