tum-pbs / Diffusion-based-Flow-Prediction

Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models"

Date Created 2023-11-28 (about a year ago)

Commits 39 (last one about a month ago)

Stargazers 56 (0 this week)

Watchers 3 (0 this week)

Forks 6

License apache-2.0

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RepositoryStats indexes 594,982 repositories, of these tum-pbs/Diffusion-based-Flow-Prediction is ranked #434,877 (27th percentile) for total stargazers, and #427,147 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #11,279/17,499.

tum-pbs/Diffusion-based-Flow-Prediction is also tagged with popular topics, for these it's ranked: deep-learning (#6,707/8505), diffusion-models (#479/636), physics-simulation (#120/153)

All Topics

deep-learning flow-matching fluid-dynamics baysian-network diffusion-models fluid-simulation physics-simulation uncertainty-quantification uncertainty-neural-networks

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39 commits on the default branch (main) since jan '22

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updated: 2024-12-16 @ 12:47pm, id: 724668985 / R_kgDOKzGSOQ