Dataset for Inversion of 1D SAXS grating signal

DOI

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.

Identifier
DOI https://doi.org/10.14278/rodare.1645
Related Identifier https://www.hzdr.de/publications/Publ-34715
Related Identifier https://doi.org/10.14278/rodare.1644
Related Identifier https://rodare.hzdr.de/communities/hzdr
Related Identifier https://rodare.hzdr.de/communities/matter
Related Identifier https://rodare.hzdr.de/communities/rodare
Metadata Access https://rodare.hzdr.de/oai2d?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:rodare.hzdr.de:1645
Provenance
Creator Thiessenhusen, Erik; Hoffmann, Nico; Kluge, Thomas
Publisher Rodare
Publication Year 2022
Rights Creative Commons Attribution 4.0 International; Open Access; https://creativecommons.org/licenses/by/4.0/legalcode; info:eu-repo/semantics/openAccess
OpenAccess true
Contact https://rodare.hzdr.de/support
Representation
Language English
Resource Type Dataset
Discipline Life Sciences; Natural Sciences; Engineering Sciences