README.md

metadata

license: cc-by-4.0
task_categories:
  - time-series-forecasting
tags:
  - physics
  - computational-fluid-dynamics
  - cfd
  - navier-stokes
  - turbulence
  - aerodynamics
  - large-eddy-simulation
  - partial-differential-equations
  - pde
  - dynamical-systems
  - point-cloud
  - surrogate-modeling
  - operator-learning
  - neural-operators
  - scientific-machine-learning
  - timeseries
  - 3d
pretty_name: TurtLES
size_categories:
  - n<1K

TurtLES: A Large-Scale Benchmark for Turbulent 3D Neural PDE Surrogates

Citation

If you find our work useful or use our dataset, please consider citing it:

@inproceedings{platenburg2026turtles,
  title     = {{TurtLES}: A Large-Scale Benchmark for Turbulent {3D} Neural {PDE} Surrogates},
  author    = {Platenburg, Jarno and Kassa{\"\i} Koupa{\"\i}, Armand and Cinnella, Paola and Gallinari, Patrick},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Evaluations and Datasets Track},
  year      = {2026},
  url       = {https://openreview.net/forum?id=vX3Xjjnk0q}
}