nuclear-multimessenger-astronomy/fiesta-surrogates
Time Series Forecasting • Updated
Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: IndexError
Message: tuple index out of range
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
return get_rows(
^^^^^^^^^
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2543, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2060, in __iter__
for key, pa_table in self._iter_arrow():
^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2083, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 544, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 383, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 80, in _generate_tables
num_rows = _check_dataset_lengths(h5, self.info.features)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 353, in _check_dataset_lengths
num_rows = h5_obj[first_path].shape[0]
~~~~~~~~~~~~~~~~~~~~~~~~^^^
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This repo contains training data for the fiesta surrogates. The surrogates are based on
- possis (https://arxiv.org/abs/2211.14348)
- afterglowpy (https://github.com/geoffryan/afterglowpy, https://arxiv.org/abs/1909.11691)
- pyblastafterglow (https://github.com/vsevolodnedora/PyBlastAfterglowMag/, https://arxiv.org/abs/2409.16852)
- Downloads last month
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Models trained or fine-tuned on nuclear-multimessenger-astronomy/fiesta_training_data
Papers for nuclear-multimessenger-astronomy/fiesta_training_data
Multi-physics framework for fast modeling of gamma-ray burst afterglows
Paper
• 2409.16852 • Published
The critical role of nuclear heating rates, thermalization efficiencies and opacities for kilonova modelling and parameter inference
Paper
• 2211.14348 • Published
Gamma-Ray Burst Afterglows In The Multi-Messenger Era: Numerical Models and Closure Relations
Paper
• 1909.11691 • Published