Dataset Open Access

Dataset for Inversion of 1D SAXS grating signal

Thiessenhusen, Erik; Hoffmann, Nico; Kluge, Thomas


MARC21 XML Export

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    <subfield code="a">&lt;p&gt;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 &amp;quot;load_data_example.py&amp;quot;. &amp;quot;all_params.h5&amp;quot; are the three parameters of each grating in the order sigma, g, b. &amp;quot;all_dist.h5&amp;quot; are the gratings and &amp;quot;all_endproduct.h5&amp;quot; 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.&lt;/p&gt;</subfield>
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