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NurshatMenglik/
Paired_Compressible_Boussinesq_Flow_Simulation_with_Random_Temperature_BCs

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

cc-by-4.0

image

2606.25259

computational-fluid-dynamics

natural-convection

boussinesq

compressible-flow

finite-element-method

scientific-machine-learning

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Paired Compressible / Boussinesq Flow with Random Temperature BCs

📄 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 under randomized wall-temperature boundary conditions. Each sample solves the same problem twice — once with the Boussinesq model and once with the fully compressible model —… See the full description on the dataset page: https://huggingface.co/datasets/NurshatMenglik/Paired_Compressible_Boussinesq_Flow_Simulation_with_Random_Temperature_BCs.