"computational fluid dynamics" Papers

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AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation

Zeyi Xu, Jinfan Liu, Kuangxu Chen et al.

CVPR 2025arXiv:2503.10257
4
citations

AneuG-Flow: A Large-Scale Synthetic Dataset of Diverse Intracranial Aneurysm Geometries and Hemodynamics

Wenhao Ding, Yiying Sheng, Simão de Castro et al.

NEURIPS 2025oral

Curly Flow Matching for Learning Non-gradient Field Dynamics

Katarina Petrović, Lazar Atanackovic, Viggo Moro et al.

NEURIPS 2025arXiv:2510.26645
6
citations

DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization

Jiyan Qiu, Lyulin Kuang, Guan Wang et al.

NEURIPS 2025arXiv:2510.16857
1
citations

Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics

Alberto Pepe, Mattia Montanari, Joan Lasenby

ICLR 2025
3
citations

MeshMask: Physics-Based Simulations with Masked Graph Neural Networks

Paul Garnier, Vincent Lannelongue, Jonathan Viquerat et al.

ICLR 2025arXiv:2501.08738
4
citations