Dataset Open Access

Dataset for Inversion of 1D SAXS grating signal

Thiessenhusen, Erik; Hoffmann, Nico; Kluge, Thomas

This simulated dataset consists of 48k train, 6k validation and 6k test data in the h5py file format. A small example on how to access the data is located in the python script "load_data_example.py". "all_params.h5" are the three parameters of each grating in the order sigma, g, b. "all_dist.h5" are the gratings and "all_endproduct.h5" are the 2048D lineouts of the SAXS diffraction pattern. Besides the |FFT|^2 SAXS propagator a number of pertubations were implemented in order to close the domain gap between simulation and experiment.

Files (30.5 MB)
Name Size
load_data_example.py
md5:b1a361c2090f1b3cb4bbd25ee80fe59c
173 Bytes Download
SAXS_grating.zip
md5:3946b9ce7c9b51020c157690048d3032
30.5 MB Download
476
564
views
downloads
All versions This version
Views 476476
Downloads 564564
Data volume 8.5 GB8.5 GB
Unique views 169169
Unique downloads 4545

Share

Cite as