Cover Image

Reducing data resolution for better super-resolution: Reconstructing turbulent flows from noisy observation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yeo, Kyongmin, Zimoń, Małgorzata J., Zayats, Mykhaylo, Zhuk, Sergiy
Format:	Preprint
Published:	2024
Subjects:	Fluid Dynamics Dynamical Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generalizable super-resolution turbulence reconstruction from minimal training data
by: Haokai, Wu, et al.
Published: (2025)

Influence of adversarial training on super-resolution turbulence reconstruction
by: Nista, Ludovico, et al.
Published: (2023)

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

Dynamic mixed turbulence modeling using a super-resolution generative adversarial approach
by: Nista, Ludovico, et al.
Published: (2025)

Multiscale super-resolution reconstruction of fluid flows with deep neural networks
by: Yang, Gengchao, et al.
Published: (2025)

Concerning the Use of Turbulent Flow Data for Machine Learning
by: Sardar, Mohammed, et al.
Published: (2024)

Topological flow data analysis for transient flow patterns: a graph-based approach
by: Sakajo, Takashi, et al.
Published: (2025)

Enhancing the accuracy of under-resolved numerical simulations of atmospheric flows with super resolution
by: Sheidani, Armin, et al.
Published: (2026)

Reconstruction of three-dimensional turbulent flows from sparse and noisy planar measurements: A weight-sharing neural network approach
by: Mo, Yaxin, et al.
Published: (2025)

State estimation in homogeneous isotropic turbulence using super-resolution with a 4DVar training algorithm
by: Weyrauch, Markus, et al.
Published: (2025)

Model-based time super-sampling of turbulent flow field sequences
by: Li-Hu, Qihong Lorena, et al.
Published: (2025)

Reduced Subgrid Scale Terms in Three-Dimensional Turbulence
by: Hoekstra, Rik, et al.
Published: (2025)

Dynamic mode decomposition of noisy flow data
by: Weiner, Andre, et al.
Published: (2024)

Reduced-Order Modelling and Closed-Loop Control of the Cylinder Wake
by: Vojković, Tea, et al.
Published: (2024)

Stability of elastoviscoplastic plane Couette flow
by: Patne, Ramkarn
Published: (2024)

Adjacency-based, Non-intrusive Reduced-order Modeling for Fluid-Structure Interactions
by: Gkimisis, Leonidas, et al.
Published: (2023)

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

Variational construction of tubular and toroidal streamsurfaces for flow visualization
by: Li, Mingwu, et al.
Published: (2023)

The onset of filamentation on vorticity interfaces in two-dimensional Euler flows
by: Dritschel, David, et al.
Published: (2024)

Single-snapshot machine learning for super-resolution of turbulence
by: Fukami, Kai, et al.
Published: (2024)

Structured input-output analysis of oblique turbulent bands in Waleffe flow
by: George, Jino, et al.
Published: (2026)

Spectrally Decomposed Diffusion Models for Generative Turbulence Recovery
by: Sardar, Mohammed, et al.
Published: (2023)

Learning Temporally Consistent Turbulence Between Sparse Snapshots via Diffusion Models
by: Sardar, Mohammed, et al.
Published: (2025)

Super-resolution reconstruction of turbulent flows from a single Lagrangian trajectory
by: Wu, Hua-Lin, et al.
Published: (2025)

Large-eddy simulation of moderately dense evaporating sprays with particle-informed super-resolution
by: Cheng, Ruyue, et al.
Published: (2026)

From wall observations to turbulence: The difficulty of flow reconstruction
by: Wang, Qi, et al.
Published: (2021)

Super-resolution of turbulent velocity and scalar fields using different scalar distributions
by: Shamooni, Ali, et al.
Published: (2025)

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

Non-equilibrium formulation for inertial particles in turbulent swirling flows
by: Español, Bernardo L., et al.
Published: (2025)

Conditional diffusion denoising probabilistic model for super-resolution of atmospheric boundary layer large eddy simulation
by: Sallam, Omar, et al.
Published: (2026)

Efficient Adjoint Petrov-Galerkin Reduced Order Models for fluid flows governed by the incompressible Navier-Stokes equations
by: Sommer, Kamil David, et al.
Published: (2025)

Lazy Diffusion: Mitigating spectral collapse in generative diffusion-based stable autoregressive emulation of turbulent flows
by: Sambamurthy, Anish, et al.
Published: (2025)

Reduced-order turbulent flow solver to simulate streamwise periodic fins with iso-thermal walls
by: Anand, Nitish, et al.
Published: (2026)

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

Effects of Reynolds number and spatial resolution on the pressure source terms in turbulent boundary layers
by: Agarwal, Aditya, et al.
Published: (2024)

Sensitivity study of resolution and convergence requirements for extended overlap region in wall-bounded turbulence
by: Hoyas, Sergio, et al.
Published: (2023)

Super-resolution of turbulent reacting flows on complex meshes using graph neural networks
by: Dash, Priyabrat, et al.
Published: (2026)

Super-resolution of turbulent velocity fields in two-way coupled particle-laden flows
by: Shamooni, Ali, et al.
Published: (2025)

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

Heating from Above in Non-scattering Suspensions: Phototactic Bioconvection under Collimated Irradiation
by: Kumar, Sandeep, et al.
Published: (2024)