Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems
This simulated dataset containing six beam shapes is used for training and testing in our paper "Deep learning based phase retrieval with complex beam shapes for beam shape correction". In this dataset, there are 6 sub-datasets stored in 6 folders named by corresponding beam shapes. For ea...
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2025
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| _version_ | 1852015658566418432 |
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| author | Shengyuan Yan (22248700) |
| author2 | Richard Off (20818631) Anil Bora Yayak (22468386) Katrin Wudy (20818637) Anoush Aghajani-Talesh (20818640) Markus Birg (20818643) Jonas Grünewald (20818646) Mike Holenderski (22365142) Nirvana Meratnia (20818652) |
| author2_role | author author author author author author author author |
| author_facet | Shengyuan Yan (22248700) Richard Off (20818631) Anil Bora Yayak (22468386) Katrin Wudy (20818637) Anoush Aghajani-Talesh (20818640) Markus Birg (20818643) Jonas Grünewald (20818646) Mike Holenderski (22365142) Nirvana Meratnia (20818652) |
| author_role | author |
| dc.creator.none.fl_str_mv | Shengyuan Yan (22248700) Richard Off (20818631) Anil Bora Yayak (22468386) Katrin Wudy (20818637) Anoush Aghajani-Talesh (20818640) Markus Birg (20818643) Jonas Grünewald (20818646) Mike Holenderski (22365142) Nirvana Meratnia (20818652) |
| dc.date.none.fl_str_mv | 2025-10-21T13:01:53Z |
| dc.identifier.none.fl_str_mv | 10.6084/m9.figshare.27650703.v2 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Large-scale_multi-beamshape_phase_retrieval_dataset_based_on_Zernike_coefficients_for_PBF-LB_M_systems/27650703 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Additive Manufacturing Fourier Optics, Image and Signal Processing phase retrieval data Zernike Coefficients |
| dc.title.none.fl_str_mv | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | This simulated dataset containing six beam shapes is used for training and testing in our paper "Deep learning based phase retrieval with complex beam shapes for beam shape correction". In this dataset, there are 6 sub-datasets stored in 6 folders named by corresponding beam shapes. For each beam shape, the trainging set has 10000 pairs of PBF-LB/M system's beam shape samples. Each paired sample contains 7 intensity images of the aberrated beam shape from the 3 pre-Fourier planes and 1 Fourier plane to the 3 post-Fourier planes paired by the Zernike coefficients used to aberrate the beam shape.<p></p> |
| eu_rights_str_mv | openAccess |
| id | Manara_c24496b3afafc032a67d6b42ca73cf0c |
| identifier_str_mv | 10.6084/m9.figshare.27650703.v2 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/27650703 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systemsShengyuan Yan (22248700)Richard Off (20818631)Anil Bora Yayak (22468386)Katrin Wudy (20818637)Anoush Aghajani-Talesh (20818640)Markus Birg (20818643)Jonas Grünewald (20818646)Mike Holenderski (22365142)Nirvana Meratnia (20818652)Additive ManufacturingFourier Optics, Image and Signal Processingphase retrieval dataZernike CoefficientsThis simulated dataset containing six beam shapes is used for training and testing in our paper "Deep learning based phase retrieval with complex beam shapes for beam shape correction". In this dataset, there are 6 sub-datasets stored in 6 folders named by corresponding beam shapes. For each beam shape, the trainging set has 10000 pairs of PBF-LB/M system's beam shape samples. Each paired sample contains 7 intensity images of the aberrated beam shape from the 3 pre-Fourier planes and 1 Fourier plane to the 3 post-Fourier planes paired by the Zernike coefficients used to aberrate the beam shape.<p></p>2025-10-21T13:01:53ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.6084/m9.figshare.27650703.v2https://figshare.com/articles/dataset/Large-scale_multi-beamshape_phase_retrieval_dataset_based_on_Zernike_coefficients_for_PBF-LB_M_systems/27650703CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/276507032025-10-21T13:01:53Z |
| spellingShingle | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems Shengyuan Yan (22248700) Additive Manufacturing Fourier Optics, Image and Signal Processing phase retrieval data Zernike Coefficients |
| status_str | publishedVersion |
| title | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems |
| title_full | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems |
| title_fullStr | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems |
| title_full_unstemmed | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems |
| title_short | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems |
| title_sort | Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems |
| topic | Additive Manufacturing Fourier Optics, Image and Signal Processing phase retrieval data Zernike Coefficients |