datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
navier_stokes_datasetsnavier-stokes-benchmark
Navier-Stokes Analytical Benchmark
A benchmark dataset of fluid dynamics problems with exact or semi-analytical solutions that target structural failure modes of SINDy and EDMD. Designed for evaluating deep-koopman-kan (Koopman-based lifting) and KANDy (equation discovery) pipelines.
Each problem class isolates a specific reason why sparse-regression (SINDy) and linear-Koopman (EDMD) methods provably fail on real Navier-Stokes flows. The latex_equation field serves as the… See the full description on the dataset page: https://huggingface.co/datasets/C3S2-Lab/navier-stokes-benchmark.