Dataset Open Access
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.
Name | Size | |
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load_data_example.py
md5:b1a361c2090f1b3cb4bbd25ee80fe59c |
173 Bytes | Download |
SAXS_grating.zip
md5:3946b9ce7c9b51020c157690048d3032 |
30.5 MB | Download |
All versions | This version | |
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Views | 476 | 476 |
Downloads | 564 | 564 |
Data volume | 8.5 GB | 8.5 GB |
Unique views | 169 | 169 |
Unique downloads | 45 | 45 |