Cover Image

Pressure Field Reconstruction with SIREN: A Mesh-Free Approach for Image Velocimetry in Complex Noisy Environments

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Miotto, Renato F., Wolf, William R., Zigunov, Fernando
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Image Velocimetry using Direct Displacement Field estimation with Neural Networks for Fluids
by: Magaña, Efraín, et al.
Published: (2025)

Particle Image Velocimetry Refinement via Consensus ADMM
by: Bonomi, Alan, et al.
Published: (2025)

A Simple Boundary Condition Regularization Strategy for Image Velocimetry Based Pressure Field Reconstruction
by: Pryce, Connor, et al.
Published: (2024)

Pattern-Based Phase-Separation of Tracer and Dispersed Phase Particles in Two-Phase Defocusing Particle Tracking Velocimetry
by: Sax, Christian, et al.
Published: (2025)

One-shot omnidirectional pressure integration through matrix inversion
by: Zigunov, Fernando, et al.
Published: (2024)

A fast, matrix-based method to perform omnidirectional pressure integration
by: Zigunov, Fernando, et al.
Published: (2023)

Global Transport for Fluid Reconstruction with Learned Self-Supervision
by: Franz, Aleksandra, et al.
Published: (2021)

EngineBench: Flow Reconstruction in the Transparent Combustion Chamber III Optical Engine
by: Baker, Samuel J., et al.
Published: (2024)

Active flow control of vertical-axis wind turbines: Insights from large-eddy simulation and finite-time resolvent analysis
by: de Souza, Lucas Feitosa, et al.
Published: (2025)

Comparison of Generative Learning Methods for Turbulence Surrogates
by: Drygala, Claudia, et al.
Published: (2024)

Neural reconstruction of 3D ocean wave hydrodynamics from camera sensing
by: Liu, Jiabin, et al.
Published: (2025)

Learning Transient Convective Heat Transfer with Geometry Aware World Models
by: Doganay, Onur T., et al.
Published: (2026)

Enhancing wind field resolution in complex terrain through a knowledge-driven machine learning approach
by: Wold, Jacob Wulff, et al.
Published: (2023)

Estimating Dynamic Flow Features in Groups of Tracked Objects
by: Harms, Tanner D., et al.
Published: (2024)

Mesh Neural Networks for SE(3)-Equivariant Hemodynamics Estimation on the Artery Wall
by: Suk, Julian, et al.
Published: (2022)

Clustering Method for Time-Series Images Using Quantum-Inspired Computing Technology
by: Inoue, Tomoki, et al.
Published: (2023)

Real-Time Estimation of High-Resolution Flow Fields and Reduced-Order Coordinates from Event-Based Imaging Velocimetry
by: Franceschelli, L., et al.
Published: (2026)

Towards High Resolution Real-Time Optical Flow Particle Image Velocimetry
by: Pimienta, Juan, et al.
Published: (2024)

CNN-powered micro- to macro-scale flow modeling in deformable porous media
by: Heider, Yousef, et al.
Published: (2025)

Large-scale flood modeling and forecasting with FloodCast
by: Xu, Qingsong, et al.
Published: (2024)

On the Role of Strain and Vorticity in Numerical Integration Error for Flow Matching
by: Tao, Chenxi, et al.
Published: (2026)

Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates
by: Poels, Yoeri, et al.
Published: (2024)

Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision
by: Franz, Aleksandra, et al.
Published: (2023)

Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks
by: Williams, Josh, et al.
Published: (2023)

Recovering particle velocity and size distributions in ejecta with Photon Doppler Velocimetry
by: Jayamanne, J. A. Don, et al.
Published: (2024)

High Resolution and High-Speed Live Optical Flow Velocimetry
by: Pimienta, Juan, et al.
Published: (2025)

Educational experiments with Particle Image Velocimetry in a small Prandtl water tunnel
by: Thielicke, William, et al.
Published: (2025)

Optically-Trapped Particle Tracking Velocimetry
by: Tsuji, Tetsuro, et al.
Published: (2025)

PDEBENCH: An Extensive Benchmark for Scientific Machine Learning
by: Takamoto, Makoto, et al.
Published: (2022)

Identifying Locally Turbulent Vortices within Instabilities
by: Vivodtzev, Fabien, et al.
Published: (2024)

A Pioneering Neural Network Method for Efficient and Robust Fluid Simulation
by: Chen, Yu, et al.
Published: (2024)

VortexViz: Finding Vortex Boundaries by Learning from Particle Trajectories
by: de Silva, Akila, et al.
Published: (2024)

Particle Image Velocimetry of 3D printed vascular fluidic phantom devices
by: van Essen, Job, et al.
Published: (2026)

Flow Gym: A framework for the development, benchmarking, training, and deployment of flow-field quantification methods
by: Banelli, Francesco, et al.
Published: (2025)

Vision-Informed Flow Image Super-Resolution with Quaternion Spatial Modeling and Dynamic Flow Convolution
by: Cao, Qinglong, et al.
Published: (2024)

Physics-Informed Temporal U-Net for High-Fidelity Fluid Interpolation
by: A., Eshwar R., et al.
Published: (2026)

Learning Pore-scale Multiphase Flow from 4D Velocimetry
by: Wang, Chunyang, et al.
Published: (2026)

Visual anemometry of natural vegetation from their leaf motion
by: Goldshmid, Roni H., et al.
Published: (2025)

Green's Function Integral method for Pressure Reconstruction from Measured Pressure Gradient and the Interpretation of Omnidirectional Integration
by: Wang, Qi, et al.
Published: (2023)

Pressure-Free Surface-Induced Flow by Geometric Rectification
by: Li, Zheng
Published: (2025)