Datasets used in the paper "Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI"

The datasets are used in the code avaialble at this link

The file

• ns_sin_test_dataset.np.npy

corresponds to the NS_SIN test distribution used in the paper.

The file:

• standing_wave_train_2d.npy (actual data)

correspond to the Wave Equation training distribution.

The files 

• data.npy (actual data)
• coeffs.npy (coeffs of the sines)
• decays.npy (values of r)
• Ks.npy (values of K)
• details.json (details of the experiment)

correspond to the Wave Equation test distribution.