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.