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 (11 months ago)

Commits 39 (last one 11 days ago)

Stargazers 52 (0 this week)

Watchers 3 (0 this week)

Forks 6

License apache-2.0

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RepositoryStats indexes 582,119 repositories, of these tum-pbs/Diffusion-based-Flow-Prediction is ranked #449,427 (23rd percentile) for total stargazers, and #421,486 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #11,678/17,018.

tum-pbs/Diffusion-based-Flow-Prediction is also tagged with popular topics, for these it's ranked: deep-learning (#6,834/8363), physics-simulation (#119/151)

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: 2024-11-09 @ 02:25am, id: 724668985 / R_kgDOKzGSOQ