fluids
Datasets
All datasets matching “fluids”FluidSimulation
SURF: A Generalisation Benchmark for GNNs Predicting Fluid Dynamics
SURF, is a benchmark designed to test the generalization of learned graph-based fluid simulators. The benchmark consists of seven independent datasets:
Base
Turned
Topo
Range
Dynamic
Full
FullFiner
Each dataset is available as separate *.zip file and consists of at least 1200 2D incompressible fluid flow simulations with 300 timesteps.
The data structure is as follows:
folder: dataset_name
folders: dpx
files:… See the full description on the dataset page: https://huggingface.co/datasets/SURF-FluidSimulation/FluidSimulation.Physics_Fluids_PlasmasText data related to the subject of Fluids and Plasmas Physics.
Compressed file "physics.tar.gz" is a collection of json files, which are filtered from Fineweb dataset.
The classification was done by fasttext (https://github.com/ZJLab-ZBZX/Data-Processing-Toolkit-for-LLMs/tree/main/Subject_Classifier).
And we randomly selected 15% classified data, and checked them by Qwen-2-7B LLM through customized prompt.
The accuracy of the classified data is about 97.89%.
File "stat-physics.jsonl" shows… See the full description on the dataset page: https://huggingface.co/datasets/lzy0928/Physics_Fluids_Plasmas.TestFluidSimulationFluidSimfluid-surrogates