You can download the dataset from Zenodo.
Alternatively, you can re-create the dataset by running the following commands:
python ../electrostatic/dataset/generate_dataset.py \
--simulation gravitational_field --dim 3 --static-balls 1 --n-balls 5 \
--strength 1e1 --data_dir dataset/data/gravitational_field_3d --num-train 50000 \
--num-valid 10000 --num-test 10000 --sample-freq 100 --length 5000 --length-test 5000
python dataset/convert_dynamic_gravitational_dataset.py
These commands generate the (dynamic) gravitational field and convert it to Pytorch format.