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 |
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SAXS_grating.zip
md5:3946b9ce7c9b51020c157690048d3032 |
30.5 MB | Download |
| All versions | This version | |
|---|---|---|
| Views | 1,226 | 1,226 |
| Downloads | 658 | 658 |
| Data volume | 9.0 GB | 9.0 GB |
| Unique views | 880 | 880 |
| Unique downloads | 139 | 139 |