{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T21:06:59Z","timestamp":1790716019044,"version":"4.1.0"},"reference-count":41,"publisher":"American Physical Society (APS)","issue":"10","license":[{"start":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T00:00:00Z","timestamp":1748563200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/link.aps.org\/licenses\/aps-default-license"}],"funder":[{"DOI":"10.13039\/501100002367","name":"Chinese Academy of Sciences","doi-asserted-by":"publisher","award":["XDA15021100"],"award-info":[{"award-number":["XDA15021100"]}],"id":[{"id":"10.13039\/501100002367","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021YFC2203004"],"award-info":[{"award-number":["2021YFC2203004"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12405076"],"award-info":[{"award-number":["12405076"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.aps.org"],"crossmark-restriction":true},"short-container-title":["Phys. Rev. D"],"accepted":{"date-parts":[[2025,5,14]]},"DOI":"10.1103\/8r8b-hckx","type":"journal-article","created":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T11:03:44Z","timestamp":1747220624000},"update-policy":"https:\/\/doi.org\/10.1103\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Accelerating Bayesian sampling for massive black hole binaries with prior constraints from conditional variational autoencoder"],"prefix":"10.1103","volume":"111","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1715-5768","authenticated-orcid":true,"given":"Hui","family":"Sun","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"University of Chinese Academy of Sciences (UCAS)"},{"id":[{"id":"https:\/\/ror.org\/01z2px678","id-type":"ROR","asserted-by":"publisher"}],"name":"International Centre for Theoretical Physics Asia-Pacific"},{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"UCAS"},{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"UCAS"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1353-391X","authenticated-orcid":true,"given":"He","family":"Wang","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"University of Chinese Academy of Sciences (UCAS)"},{"id":[{"id":"https:\/\/ror.org\/01z2px678","id-type":"ROR","asserted-by":"publisher"}],"name":"International Centre for Theoretical Physics Asia-Pacific"},{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"UCAS"},{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"UCAS"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1465-0077","authenticated-orcid":true,"given":"Jibo","family":"He","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"University of Chinese Academy of Sciences (UCAS)"},{"id":[{"id":"https:\/\/ror.org\/01z2px678","id-type":"ROR","asserted-by":"publisher"}],"name":"International Centre for Theoretical Physics Asia-Pacific"},{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"UCAS"},{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"UCAS"},{"id":[{"id":"https:\/\/ror.org\/05qbk4x57","id-type":"ROR","asserted-by":"publisher"}],"name":"UCAS"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"16","published-online":{"date-parts":[[2025,5,30]]},"reference":[{"key":"8r8b-hckxCc1R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.116.061102","type":"journal-article"},{"key":"8r8b-hckxCc2R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevX.9.031040","type":"journal-article"},{"key":"8r8b-hckxCc3R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevX.11.021053","type":"journal-article"},{"key":"8r8b-hckxCc4R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevX.13.041039","type":"journal-article"},{"key":"8r8b-hckxCc5R1","doi-asserted-by":"publisher","DOI":"10.1093\/nsr\/nwx116","type":"journal-article"},{"key":"8r8b-hckxCc7R1","doi-asserted-by":"publisher","DOI":"10.1088\/0264-9381\/33\/3\/035010","type":"journal-article"},{"key":"8r8b-hckxCc8R1","doi-asserted-by":"publisher","DOI":"10.1038\/s41550-021-01480-3","type":"journal-article"},{"key":"8r8b-hckxCc9R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.103.103013","type":"journal-article"},{"key":"8r8b-hckxCc10R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.103.064057","type":"journal-article"},{"key":"8r8b-hckxCc11R1","doi-asserted-by":"publisher","DOI":"10.1088\/0264-9381\/25\/18\/184027","type":"journal-article"},{"key":"8r8b-hckxCc12R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.103.083011","type":"journal-article"},{"key":"8r8b-hckxCc13R1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/57.1.97","type":"journal-article"},{"key":"8r8b-hckxCc14R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.64.022001","type":"journal-article"},{"key":"8r8b-hckxCc15R1","doi-asserted-by":"publisher","DOI":"10.1088\/0264-9381\/27\/11\/114009","type":"journal-article"},{"key":"8r8b-hckxCc16R1","doi-asserted-by":"publisher","DOI":"10.1214\/06-BA127","type":"journal-article"},{"key":"8r8b-hckxCc17R1","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-021-01425-7","type":"journal-article"},{"key":"8r8b-hckxCc18R1","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/abfaed","type":"journal-article"},{"key":"8r8b-hckxCc19R1","doi-asserted-by":"publisher","DOI":"10.1007\/s11433-023-2270-7","type":"journal-article"},{"key":"8r8b-hckxCc20R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.130.171403","type":"journal-article"},{"key":"8r8b-hckxCc21R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.109.124034","type":"journal-article"},{"key":"8r8b-hckxCc23R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.104.123030","type":"journal-article"},{"key":"8r8b-hckxCc24R1","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6382\/aa6d44","type":"journal-article"},{"key":"8r8b-hckxCc25R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.114.071104","type":"journal-article"},{"key":"8r8b-hckxCc26R1","doi-asserted-by":"publisher","DOI":"10.1016\/j.fmre.2023.10.007","type":"journal-article"},{"key":"8r8b-hckxCc27R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.99.104027","type":"journal-article"},{"key":"8r8b-hckxCc28R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.102.124011","type":"journal-article"},{"key":"8r8b-hckxCc29R1","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/ab6d03","type":"journal-article"},{"key":"8r8b-hckxCc30R1","doi-asserted-by":"publisher","DOI":"10.1051\/0004-6361\/201322971","type":"journal-article"},{"key":"8r8b-hckxCc31R1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2966.2007.12353.x","type":"journal-article"},{"key":"8r8b-hckxCc32R1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2966.2009.14548.x","type":"journal-article"},{"key":"8r8b-hckxCc33R1","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/staa278","type":"journal-article"},{"key":"8r8b-hckxCc34R1","unstructured":"K. Barbary, nestle: Pure python, mit-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence, https:\/\/github.com\/kbarbary\/nestle.","type":"other"},{"key":"8r8b-hckxCc35R1","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stv1911","type":"journal-article"},{"key":"8r8b-hckxCc36R1","volume-title":"Advances in Neural Information Processing Systems","author":"K. Sohn","year":"2015","type":"book"},{"key":"8r8b-hckxCc37R1","first-page":"1","type":"journal-article","volume":"21","author":"F. Tonolini","year":"2020","journal-title":"J. Mach. Learn. Res.","ISSN":"https:\/\/id.crossref.org\/issn\/1532-4435","issn-type":"print"},{"key":"8r8b-hckxCc38R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.100.024059","type":"journal-article"},{"key":"8r8b-hckxCc39R1","doi-asserted-by":"publisher","DOI":"10.1088\/1538-3873\/aaef0b","type":"journal-article"},{"key":"8r8b-hckxCc40R1","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4365\/ab06fc","type":"journal-article"},{"key":"8r8b-hckxCc41R1","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/staa2850","type":"journal-article"},{"key":"8r8b-hckxCc42R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.111.084067","type":"journal-article"},{"key":"8r8b-hckxCc43R1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177704472","type":"journal-article"}],"container-title":["Physical Review D"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.aps.org\/article\/10.1103\/8r8b-hckx","content-type":"unspecified","content-version":"vor","intended-application":"syndication"},{"URL":"http:\/\/harvest.aps.org\/v2\/journals\/articles\/10.1103\/8r8b-hckx\/fulltext","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T20:08:09Z","timestamp":1790712489000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.aps.org\/doi\/10.1103\/8r8b-hckx"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,30]]},"references-count":41,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2025,5]]}},"URL":"https:\/\/doi.org\/10.1103\/8r8b-hckx","relation":{},"ISSN":["2470-0010","2470-0029"],"issn-type":[{"value":"2470-0010","type":"print"},{"value":"2470-0029","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,30]]},"assertion":[{"value":"2025-02-14","name":"date_received","label":"Date Received","group":{"name":"publication_dates","label":"Publication dates"}},{"value":"\u00a9 2025 American Physical Society. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright_statement","label":"Copyright statement","group":{"name":"copyright","label":"copyright"}},{"value":"2025","name":"copyright_year","label":"Copyright year","group":{"name":"copyright","label":"copyright"}},{"value":"American Physical Society","name":"copyright_holder","label":"Copyright holder","group":{"name":"copyright","label":"copyright"}}],"article-number":"103053"}}