Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/inspect.py", line 289, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 64, in _split_generators
                  with h5py.File(first_file, "r") as h5:
                       ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/h5py/_hl/files.py", line 564, in __init__
                  fid = make_fid(name, mode, userblock_size, fapl, fcpl, swmr=swmr)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/h5py/_hl/files.py", line 238, in make_fid
                  fid = h5f.open(name, flags, fapl=fapl)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "h5py/_objects.pyx", line 56, in h5py._objects.with_phil.wrapper
                File "h5py/_objects.pyx", line 57, in h5py._objects.with_phil.wrapper
                File "h5py/h5f.pyx", line 102, in h5py.h5f.open
              FileNotFoundError: [Errno 2] Unable to synchronously open file (unable to open file: name = 'hf://datasets/PhysicsX/DINOZAUR@1941d67a60694f5530602dc16ab59e89956aa509/ahmed_bodies/train/data_1.h5', errno = 2, error message = 'No such file or directory', flags = 0, o_flags = 0)
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/inspect.py", line 343, in get_dataset_split_names
                  info = get_dataset_config_info(
                         ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/inspect.py", line 294, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Dataset to replicate the experiments in DINOZAUR

This repository includes preprocessed versions of publicly available datasets used in our research. The original datasets were obtained from open sources, but we were unable to locate explicit license information for some of them. To the best of our knowledge, the data are publicly accessible for research purposes. However, since no clear license was provided by the original sources, users should verify the terms of use before redistributing or using the data for commercial purposes.

For further details, see the main github repository.

Datasets available

  1. Darcy flow 241

    • Original Authors: Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, Anima Anandkumar
    • Source: link
    • Citation:
      @inproceedings{li2021fourier,
         title={Fourier Neural Operator for Parametric Partial Differential Equations},
         author={Zongyi Li and Nikola Borislavov Kovachki and Kamyar Azizzadenesheli and Burigede Liu and Kaushik Bhattacharya and Andrew Stuart and Anima Anandkumar},
         booktitle={International Conference on Learning Representations},
         year={2021},
       }
      
  2. Navier-Stokes V1e-5

    • Original Authors: Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, Anima Anandkumar
    • Source: link
    • Citation:
      @inproceedings{li2021fourier,
         title={Fourier Neural Operator for Parametric Partial Differential Equations},
         author={Zongyi Li and Nikola Borislavov Kovachki and Kamyar Azizzadenesheli and Burigede Liu and Kaushik Bhattacharya and Andrew Stuart and Anima Anandkumar},
         booktitle={International Conference on Learning Representations},
         year={2021},
       }
      
  3. ShapeNet Car

    • Original Authors: Nobuyuki Umetani, Bernd Bickel
    • Source: link
    • Citation:
      @article{umetani2018learning,
         title={Learning three-dimensional flow for interactive aerodynamic design},
         author={Umetani, Nobuyuki and Bickel, Bernd},
         journal={ACM Transactions on Graphics (TOG)},
         volume={37(4)},
         pages={1--10},
         year={2018},
         publisher={ACM New York, NY, USA}
       }
      
  4. Ahmed bodies

    • Original Authors: Syed R. Ahmed, G. Ramm, Gunter Faltin
    • Source: link
    • Citation:
      @article{ahmed1984some,
         title={Some salient features of the time-averaged ground vehicle wake},
         author={Ahmed, Syed R and Ramm, G and Faltin, Gunter},
         journal={SAE transactions},
         pages={473--503},
         year={1984},
         publisher={JSTOR}
       }
      

License disclaimer

We provide preprocessed data derived from these sources for reproducibility and research transparency only. If you are an owner or maintainer of any of the listed datasets and wish for your data to be removed or credited differently, please contact us.

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