{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,13]],"date-time":"2026-10-13T04:00:11Z","timestamp":1791864011377,"version":"4.3.4"},"reference-count":41,"publisher":"International Union of Crystallography (IUCr)","issue":"2","license":[{"start":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T00:00:00Z","timestamp":1770940800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T00:00:00Z","timestamp":1770940800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12405233"],"award-info":[{"award-number":["12405233"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["22027810"],"award-info":[{"award-number":["22027810"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12505381"],"award-info":[{"award-number":["12505381"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"International Partnership Program of Chinese Academy of Sciences","award":["113111KYSB20160021"],"award-info":[{"award-number":["113111KYSB20160021"]}]}],"content-domain":{"domain":["iucr.org","wiley.com","iucrj.org"],"crossmark-restriction":true},"short-container-title":["J Synchrotron Rad","J Synchrotron Radiat"],"accepted":{"date-parts":[[2026,1,12]]},"published-print":{"date-parts":[[2026,3,1]]},"abstract":"<jats:p>\n                    X-ray propagation-based phase contrast imaging, a well established imaging technology in synchrotron radiation facilities, enables high-resolution 3D structural reconstruction. Nevertheless, the phase retrieval process required to restore quantitative phase information from holograms remains a significant challenge. Existing software solutions face problems such as performance bottlenecks and limitations in hardware support. Here, we describe a high-performance software named\n                    <jats:italic>HiHolo<\/jats:italic>\n                    based on the CUDA-MPI architecture for the holographic regime, and propose three improved iterative phase retrieval algorithms, providing an efficient framework for achieving high-quality holographic reconstruction. Experimental results demonstrate that\n                    <jats:italic>HiHolo<\/jats:italic>\n                    achieves 24%\u201337% performance improvement compared with current mainstream software and exhibits near-linear scalability in multi-GPU systems. The alternating projections with probe algorithm effectively reduces artifacts in traditional empty beam correction by simultaneously optimizing both object and probe wavefields; the extrapolation iteration method enhances the spatial resolution of limited field of view through the computational technique; furthermore, the parallel iterative reprojection optimizes the efficiency of 3D reconstruction, achieving a speedup of about 6\u201314 times compared with the serial version.\n                  <\/jats:p>","DOI":"10.1107\/s1600577526000275","type":"journal-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T15:08:57Z","timestamp":1769699337000},"page":"454-466","update-policy":"https:\/\/doi.org\/10.1107\/cm_01","source":"Crossref","is-referenced-by-count":3,"title":["An accelerated framework for high-resolution X-ray holographic reconstruction"],"prefix":"10.1107","volume":"33","author":[{"given":"Jiarui","family":"Hu","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/03v8tnc06","id-type":"ROR","asserted-by":"publisher"}],"department":["Computing Center"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bin","family":"Ji","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/03v8tnc06","id-type":"ROR","asserted-by":"publisher"}],"department":["Multi-disciplinary Research Division"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2033-381X","authenticated-orcid":true,"given":"Yu","family":"Hu","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/03v8tnc06","id-type":"ROR","asserted-by":"publisher"}],"department":["Computing Center"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Wang","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/03v8tnc06","id-type":"ROR","asserted-by":"publisher"}],"department":["Computing Center"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangcai","family":"Chang","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/03v8tnc06","id-type":"ROR","asserted-by":"publisher"}],"department":["Multi-disciplinary Research Division"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingyan","family":"Shi","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/03v8tnc06","id-type":"ROR","asserted-by":"publisher"}],"department":["Computing Center"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"329","published-online":{"date-parts":[[2026,2,13]]},"reference":[{"key":"wz5045_bb1","doi-asserted-by":"crossref","first-page":"17162","DOI":"10.1038\/lsa.2017.162","volume":"7","author":"Bajt","year":"2018","journal-title":"Light Sci. Appl."},{"key":"wz5045_bb2","doi-asserted-by":"crossref","unstructured":"Bartels, M. (2013). Cone-beam X-ray phase contrast tomography of biological samples, Vol. 13 in G\u00f6ttingen Series in X-ray Physics. G\u00f6ttingen University Press.","DOI":"10.17875\/gup2013-92"},{"key":"wz5045_bb3","doi-asserted-by":"crossref","first-page":"1334","DOI":"10.1364\/JOSAA.19.001334","volume":"19","author":"Bauschke","year":"2002","journal-title":"J. Opt. Soc. Am. A"},{"key":"wz5045_bb4","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1038\/nphoton.2010.85","volume":"4","author":"\u010ci\u017em\u00e1r","year":"2010","journal-title":"Nat. Photon."},{"key":"wz5045_bb5","doi-asserted-by":"crossref","first-page":"2912","DOI":"10.1063\/1.125225","volume":"75","author":"Cloetens","year":"1999","journal-title":"Appl. Phys. Lett."},{"key":"wz5045_bb6","doi-asserted-by":"crossref","first-page":"2008653","DOI":"10.1002\/adma.202008653","volume":"33","author":"De Andrade","year":"2021","journal-title":"Adv. Mater."},{"key":"wz5045_bb7","doi-asserted-by":"crossref","first-page":"2789","DOI":"10.1364\/OE.20.002789","volume":"20","author":"Diemoz","year":"2012","journal-title":"Opt. Express"},{"key":"wz5045_bb8","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1364\/OL.3.000027","volume":"3","author":"Fienup","year":"1978","journal-title":"Opt. Lett."},{"key":"wz5045_bb9","doi-asserted-by":"crossref","first-page":"2758","DOI":"10.1364\/AO.21.002758","volume":"21","author":"Fienup","year":"1982","journal-title":"Appl. Opt."},{"key":"wz5045_bb10","doi-asserted-by":"crossref","unstructured":"Fu, S., Wang, L., Cheng, Y., Hu, Y., Liu, R., Wang, L., Wang, S., Liu, J., Sun, H. & Qi, F. (2024). EPJ Web Conf. 295, 02001.","DOI":"10.1051\/epjconf\/202429502001"},{"key":"wz5045_bb11","doi-asserted-by":"crossref","first-page":"6436","DOI":"10.1038\/s41598-018-24666-8","volume":"8","author":"Guo","year":"2018","journal-title":"Sci. Rep."},{"key":"wz5045_bb12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.optlaseng.2018.09.017","volume":"113","author":"Guo","year":"2019","journal-title":"Opt. Lasers Eng."},{"key":"wz5045_bb13","doi-asserted-by":"crossref","first-page":"013821","DOI":"10.1103\/PhysRevA.91.013821","volume":"91","author":"Homann","year":"2015","journal-title":"Phys. Rev. A"},{"key":"wz5045_bb14","doi-asserted-by":"crossref","unstructured":"Hu, Q., Zheng, W., Yan, X., Li, B., Cheng, Y. & Xu, J. (2025). EPJ Web Conf. 337, 01247.","DOI":"10.1051\/epjconf\/202533701247"},{"key":"wz5045_bb15","unstructured":"Hu, Y., Wang, Y. & Zhang, K. (2022). HEPSCT https:\/\/daisy.ihep.ac.cn\/en\/latest\/tutorial\/hepsct.html."},{"key":"wz5045_bb36","doi-asserted-by":"crossref","first-page":"106090","DOI":"10.1016\/j.optlaseng.2020.106090","volume":"130","author":"Huang","year":"2020","journal-title":"Opt. Lasers Eng."},{"key":"wz5045_bb16","doi-asserted-by":"crossref","first-page":"32871","DOI":"10.1364\/OE.462368","volume":"30","author":"Huhn","year":"2022","journal-title":"Opt. Express"},{"key":"wz5045_bb17","doi-asserted-by":"crossref","first-page":"1611","DOI":"10.1107\/S1600577518012110","volume":"25","author":"Jiao","year":"2018","journal-title":"J. Synchrotron Rad."},{"key":"wz5045_bb18","doi-asserted-by":"crossref","unstructured":"Krenkel, M. (2015). Cone-beam X-ray phase-contrast tomography for the observation of single cells in whole organs, Vol. 17 in G\u00f6ttingen Series in X-ray Physics. G\u00f6ttingen University Press.","DOI":"10.17875\/gup2015-908"},{"key":"wz5045_bb19","doi-asserted-by":"crossref","first-page":"1148","DOI":"10.1364\/JOSAA.8.001148","volume":"8","author":"Kudo","year":"1991","journal-title":"J. Opt. Soc. Am. A"},{"key":"wz5045_bb20","doi-asserted-by":"crossref","first-page":"4556","DOI":"10.1118\/1.2975224","volume":"35","author":"Langer","year":"2008","journal-title":"Med. Phys."},{"key":"wz5045_bb21","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1107\/S1600577521004951","volume":"28","author":"Langer","year":"2021","journal-title":"J. Synchrotron Rad."},{"key":"wz5045_bb22","doi-asserted-by":"crossref","first-page":"7726","DOI":"10.1364\/OE.21.007726","volume":"21","author":"Latychevskaia","year":"2013","journal-title":"Opt. Express"},{"key":"wz5045_bb23","doi-asserted-by":"crossref","first-page":"852","DOI":"10.1107\/S1600577520002398","volume":"27","author":"Lohse","year":"2020","journal-title":"J. Synchrotron Rad."},{"key":"wz5045_bb24","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1088\/0266-5611\/21\/1\/004","volume":"21","author":"Luke","year":"2005","journal-title":"Inverse Probl."},{"key":"wz5045_bb25","doi-asserted-by":"crossref","first-page":"1256","DOI":"10.1016\/j.ultramic.2009.05.012","volume":"109","author":"Maiden","year":"2009","journal-title":"Ultramicroscopy"},{"key":"wz5045_bb26","doi-asserted-by":"crossref","first-page":"011301","DOI":"10.1063\/1.2403783","volume":"78","author":"Marchesini","year":"2007","journal-title":"Rev. Sci. Instrum."},{"key":"wz5045_bb27","doi-asserted-by":"crossref","first-page":"41905","DOI":"10.1364\/OE.537341","volume":"32","author":"Nikitin","year":"2024","journal-title":"Opt. Express"},{"key":"wz5045_bb28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/00018730903270926","volume":"59","author":"Nugent","year":"2010","journal-title":"Adv. Phys."},{"key":"wz5045_bb29","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1046\/j.1365-2818.2002.01010.x","volume":"206","author":"Paganin","year":"2002","journal-title":"J. Microsc."},{"key":"wz5045_bb30","doi-asserted-by":"crossref","first-page":"9539","DOI":"10.3390\/app12199539","volume":"12","author":"Quenot","year":"2022","journal-title":"Appl. Sci."},{"key":"wz5045_bb31","doi-asserted-by":"crossref","first-page":"17236","DOI":"10.1364\/OE.22.017236","volume":"22","author":"Rong","year":"2014","journal-title":"Opt. Express"},{"key":"wz5045_bb32","doi-asserted-by":"crossref","first-page":"033847","DOI":"10.1103\/PhysRevA.89.033847","volume":"89","author":"Ruhlandt","year":"2014","journal-title":"Phys. Rev. A"},{"key":"wz5045_bb33","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1107\/S2053273315022469","volume":"72","author":"Ruhlandt","year":"2016","journal-title":"Acta Cryst. A"},{"key":"wz5045_bb34","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1109\/MSP.2014.2352673","volume":"32","author":"Shechtman","year":"2015","journal-title":"IEEE Signal Process. Mag."},{"key":"wz5045_bb35","doi-asserted-by":"crossref","first-page":"5486","DOI":"10.1063\/1.1146073","volume":"66","author":"Snigirev","year":"1995","journal-title":"Rev. Sci. Instrum."},{"key":"wz5045_bb37","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1126\/science.1158573","volume":"321","author":"Thibault","year":"2008","journal-title":"Science"},{"key":"wz5045_bb38","doi-asserted-by":"crossref","first-page":"825","DOI":"10.1107\/S1600577519002133","volume":"26","author":"Thompson","year":"2019","journal-title":"J. Synchrotron Rad."},{"key":"wz5045_bb39","doi-asserted-by":"crossref","first-page":"S8","DOI":"10.1016\/j.ejrad.2008.04.027","volume":"68","author":"Wu","year":"2008","journal-title":"Eur. J. Radiol."},{"key":"wz5045_bb40","doi-asserted-by":"crossref","first-page":"1336829","DOI":"10.3389\/fimag.2024.1336829","volume":"3","author":"Xiang","year":"2024","journal-title":"Front. Imaging."},{"key":"wz5045_bb41","doi-asserted-by":"crossref","first-page":"30879","DOI":"10.1364\/OE.532037","volume":"32","author":"Zhang","year":"2024","journal-title":"Opt. Express"}],"updated-by":[{"DOI":"10.1107\/s160057752600319x","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T00:00:00Z","timestamp":1774483200000}}],"container-title":["Journal of Synchrotron Radiation"],"original-title":[],"link":[{"URL":"https:\/\/journals.iucr.org\/s\/issues\/2026\/02\/00\/wz5045\/wz5045.pdf","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.iucr.org\/s\/issues\/2026\/02\/00\/wz5045\/wz5045.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T17:10:59Z","timestamp":1772212259000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.iucr.org\/paper?S1600577526000275"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,13]]},"references-count":41,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2026,3]]}},"alternative-id":["S1600577526000275"],"URL":"https:\/\/doi.org\/10.1107\/s1600577526000275","relation":{},"ISSN":["1600-5775"],"issn-type":[{"value":"1600-5775","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2,13]]},"assertion":[{"value":"Journal of Synchrotron Radiation","order":0,"name":"journal","label":"Publication","explanation":{"URL":"https:\/\/journals.iucr.org\/s"},"group":{"name":"general","label":"General"}},{"value":"research papers","order":1,"name":"content_type","label":"Content type","explanation":{"URL":"https:\/\/journals.iucr.org\/s\/services\/notesforauthors.html"},"group":{"name":"general","label":"General"}},{"value":"Available","URL":"https:\/\/scripts.iucr.org\/cgi-bin\/citedin?wz5045","order":2,"name":"article_metrics","label":"Article metrics","group":{"name":"general","label":"General"}},{"value":"Yes","order":0,"name":"peer_reviewed","label":"Peer reviewed","group":{"name":"peer_review","label":"Peer review"}},{"value":"Single blind","order":1,"name":"review_process","label":"Review process","group":{"name":"peer_review","label":"Peer review"}},{"value":"29 July 2025","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication history"}},{"value":"12 January 2026","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication history"}},{"value":"13 February 2026","order":2,"name":"published_online","label":"Published online","group":{"name":"publication_history","label":"Publication history"}},{"value":"\u00a9 2026 Jiarui Hu\n                      et al.","order":0,"name":"copyright","label":"Copyright","explanation":{"URL":"https:\/\/journals.iucr.org\/services\/copyrightpolicy.html"},"group":{"name":"copyright_and_licencing","label":"Copyright and licencing"}},{"value":"Creative Commons Attribution (CC-BY)","order":1,"name":"license","label":"Licence","explanation":{"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},"group":{"name":"copyright_and_licencing","label":"Copyright and licencing"}}]}}