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NurshatMenglik/
Paired_Boussinesq_Compressible_Dataset

Name: Paired_Boussinesq_Compressible_Dataset
Creator: NurshatMenglik
License: https://spdx.org/licenses/CC-BY-4.0.html

cc-by-4.0

2606.25259

computational-fluid-dynamics

natural-convection

boussinesq

compressible-flow

finite-element-method

scientific-machine-learning

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Paired Boussinesq / Compressible Natural Convection — 10,000 Simulations

📄 Paper: A Neural Surrogate Approach for Simulating Natural Convection Problems (arXiv:2606.25259) — Nurshat Menglik, Alex Shao, David Hyde. 10,000 matched pairs of 2D natural-convection simulations of the differentially heated square cavity. Every sample solves the same randomized problem twice — once with the cheaper Boussinesq model and once with the fully compressible model — so the two fields differ… See the full description on the dataset page: https://huggingface.co/datasets/NurshatMenglik/Paired_Boussinesq_Compressible_Dataset.