Small Angle Neutron Scattering (SANS) virtual experiments at KWS-1

Small Angle Neutron Scattering (SANS) virtual experiments at KWS-1, FRM-II dataset. Intended for Machine learning purposes. Data generated by performing simulations in McStas with the SasView small angle scattering form factor models describing the sample interaction. Two parameter spaces are varied sistematically: form factor model parameters and instrument configuration parameters. For more detailed information, read the README.md file of this database.

The database contains 46 SANS form factor models under different instrument configurations. All data is uploaded in hdf5 files, and the corresponding metadata in .csv files. Description of what each instrument configuration means (sample-detector distance, collimation, incident wavelength) and which model is used is contained in the metadata file. 

Each array is the result of the position sensitive detector output in neutron intensity (float values). A Dataset loader for Pytorch may be found in GitHub and is intended for Machine Learning purposes.