Cover Image

FourierFlow: Frequency-aware Flow Matching for Generative Turbulence Modeling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Haixin, Pan, Jiashu, Wu, Hao, Zhang, Fan, Wu, Tailin
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On the Guidance of Flow Matching
by: Feng, Ruiqi, et al.
Published: (2025)

BENO: Boundary-embedded Neural Operators for Elliptic PDEs
by: Wang, Haixin, et al.
Published: (2024)

FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction
by: Zhang, Qianru, et al.
Published: (2025)

Flow Matching for Optimal Reaction Coordinates of Biomolecular System
by: Zhang, Mingyuan, et al.
Published: (2024)

PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation
by: Zhang, Junru, et al.
Published: (2026)

From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems
by: Li, Xin, et al.
Published: (2024)

Geometry-aware PINNs for Turbulent Flow Prediction
by: Ghosh, Shinjan, et al.
Published: (2024)

FlowRefiner: Flow Matching-Based Iterative Refinement for 3D Turbulent Flow Simulation
by: Dai, Yilong, et al.
Published: (2026)

PPFlow: Target-aware Peptide Design with Torsional Flow Matching
by: Lin, Haitao, et al.
Published: (2024)

Optimal-Transport-Guided Functional Flow Matching for Turbulent Field Generation in Hilbert Space
by: Kunpeng, Li, et al.
Published: (2026)

From Euler to Dormand-Prince: ODE Solvers for Flow Matching Generative Models
by: Xiao, Hao
Published: (2026)

Local Flow Matching Generative Models
by: Xu, Chen, et al.
Published: (2024)

Quantum Flow Matching
by: Cui, Zidong, et al.
Published: (2025)

GGBall: Graph Generative Model on Poincaré Ball
by: Bu, Tianci, et al.
Published: (2025)

VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model
by: Zhang, Tao, et al.
Published: (2025)

Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation
by: Liang, Jinhao, et al.
Published: (2025)

Accelerated Sequential Flow Matching: A Bayesian Filtering Perspective
by: Huang, Yinan, et al.
Published: (2026)

Isokinetic Flow Matching for Pathwise Straightening of Generative Flows
by: Khan, Tauhid
Published: (2026)

$α$-Flow: A Unified Framework for Continuous-State Discrete Flow Matching Models
by: Cheng, Chaoran, et al.
Published: (2025)

Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching
by: Gaur, Mudit, et al.
Published: (2025)

A Theoretical Analysis of Discrete Flow Matching Generative Models
by: Su, Maojiang, et al.
Published: (2025)

Order Matters in Retrosynthesis: Structure-aware Generation via Reaction-Center-Guided Discrete Flow Matching
by: Wang, Chenguang, et al.
Published: (2026)

Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction
by: Oommen, Vivek, et al.
Published: (2025)

Ranking-aware Reinforcement Learning for Ordinal Ranking
by: Hao, Aiming, et al.
Published: (2026)

Fine-tuning Flow Matching Generative Models with Intermediate Feedback
by: Fan, Jiajun, et al.
Published: (2025)

Graph Generation with Spectral Geodesic Flow Matching
by: Huang, Xikun, et al.
Published: (2025)

DMFlow: Disordered Materials Generation by Flow Matching
by: Wu, Liming, et al.
Published: (2026)

Embedding-perturbed Exploration Preference Optimization for Flow Models
by: Hu, Sujie, et al.
Published: (2026)

Reflected Flow Matching
by: Xie, Tianyu, et al.
Published: (2024)

Unfolding Time: Generative Modeling for Turbulent Flows in 4D
by: Saydemir, Abdullah, et al.
Published: (2024)

Coupled Flow Matching
by: Cai, Wenxi, et al.
Published: (2025)

FREPix: Frequency-Heterogeneous Flow Matching for Pixel-Space Image Generation
by: Lin, Mingfeng, et al.
Published: (2026)

Variational Flow Matching for Graph Generation
by: Eijkelboom, Floor, et al.
Published: (2024)

Hamiltonian Score Matching and Generative Flows
by: Holderrieth, Peter, et al.
Published: (2024)

TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models
by: Li, Peiran, et al.
Published: (2026)

FM-IRL: Flow-Matching for Reward Modeling and Policy Regularization in Reinforcement Learning
by: Wan, Zhenglin, et al.
Published: (2025)

Federated Flow Matching
by: Wang, Zifan, et al.
Published: (2025)

Gaussian Mixture Flow Matching Models
by: Chen, Hansheng, et al.
Published: (2025)

Flow Matching on General Geometries
by: Chen, Ricky T. Q., et al.
Published: (2023)

Learning Straight Flows: Variational Flow Matching for Efficient Generation
by: Ma, Chenrui, et al.
Published: (2025)