CoNFiLD-inlet: Synthetic turbulence inflow using generative latent diffusion models with neural fields

JOURNAL ARTICLE

Year: 2025 Journal: Physical Review Fluids Vol: 10 (5) Publisher: American Physical Society

DOI: 10.1103/physrevfluids.10.054901

Keywords:

Turbulence Inflow Inlet Generative grammar Diffusion Mechanics Computer science Physics Geology Artificial intelligence Thermodynamics Oceanography

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0.91

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Fluid Dynamics and Turbulent Flows

Physical Sciences → Engineering → Computational Mechanics

Model Reduction and Neural Networks

Physical Sciences → Physics and Astronomy → Statistical and Nonlinear Physics

Plant Water Relations and Carbon Dynamics

Physical Sciences → Environmental Science → Global and Planetary Change