:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Doganay, Onur T., Klawonn, Alexander, Eigel, Martin, Gottschalk, Hanno
Format:	Preprint
Published:	2026
Subjects:	Fluid Dynamics Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2601.22086
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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)

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

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

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

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

Pressure Field Reconstruction with SIREN: A Mesh-Free Approach for Image Velocimetry in Complex Noisy Environments
by: Miotto, Renato F., et al.
Published: (2025)

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)

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

VortexViz: Finding Vortex Boundaries by Learning from Particle Trajectories
by: de Silva, Akila, 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)

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

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)

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

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

Natural Convection Heat Transfer from an Inclined Cylinder
by: Jaffer, Aubrey G., et al.
Published: (2025)

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)

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

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

Rational Compact Modeling of Transient Forced Laminar Convection
by: Sabry, M. N., et al.
Published: (2025)

Critical Prandtl number for Heat Transfer Enhancement in Rotating Convection
by: Anas, Mohammad, et al.
Published: (2023)

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

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

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

Mixed Convection Heat Transfer and Flow of Al2O3-Water Nanofluid in a Square Enclosure with Heated Obstacles and Varied Boundary Conditions
by: Ahmed, Hashnayne, et al.
Published: (2024)

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

Hybrid ROM-PINN Framework for Closure Modeling in Convection-Dominated Systems
by: Kaya, Ferhat, et al.
Published: (2026)

Rapidly Rotating Wall-Mode Convection
by: Vasil, Geoffrey M., et al.
Published: (2024)

Rotationally-affected Internally Heated Convection
by: Ostilla-Mónico, Rodolfo, et al.
Published: (2025)

Experimental Challenges in Determining Heat Transfer Efficiency Scaling in Highly Turbulent Cryogenic Rayleigh-Benard Convection
by: Urban, P., et al.
Published: (2026)

Heat Transport and Dissipation in 2.5D Rotating Internally Heated and Cooled Convection
by: Joshi-Hartley, Tom, et al.
Published: (2025)

Towards Convectons in the Supercritical Regime: Homoclinic Snaking in Natural Doubly Diffusive Convection
by: Tumelty, J., et al.
Published: (2023)

Meshless $h$-adaptive Solution for non-Newtonian Natural Convection in a Differentially Heated Cavity
by: Rot, Miha, et al.
Published: (2026)

Oscillating Heat Transfer Prediction in Porous Structures Using Generative AI-Assisted Explainable Machine Learning
by: Zhu, Lichang, et al.
Published: (2025)

Mixed Convection From an Isothermal Rough Plate
by: Jaffer, Aubrey G., et al.
Published: (2024)

Feature-Guided Sampling Strategy for Adaptive Model Order Reduction of Convection-Dominated Problems
by: Mohaghegh, Ali, et al.
Published: (2025)