{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T16:34:31Z","timestamp":1791304471942,"version":"4.3.1"},"reference-count":14,"publisher":"Optica Publishing Group","issue":"13","license":[{"start":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T00:00:00Z","timestamp":1750809600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/doi.org\/10.1364\/OA_License_v2#VOR"},{"start":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T00:00:00Z","timestamp":1750809600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/opg.optica.org\/policies\/opg-tdm-policy.json"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62475175"],"award-info":[{"award-number":["62475175"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Opening Foundation of Key Laboratory of Laser & Infrared System (Shandong University), Ministry of Education."}],"content-domain":{"domain":["opg.optica.org"],"crossmark-restriction":false},"short-container-title":["Opt. Lett."],"published-print":{"date-parts":[[2025,7,1]]},"abstract":"<jats:p>As single-cavity dual combs play a significant role in numerous high-precision measurements, their efficient generation has been widely researched. To achieve stable dual-comb mode locking remains, a two-part evaluation criterion containing a fitness function and a CNN-Transformer network is employed. Simulated time-stretch dispersive Fourier transform (DFT) spectra are used as datasets, which simplify the optimization process and do not rely on specific experimental data. A developed evolutionary algorithm (EA) for paddle-based motorized polarization controllers (MPCs) is proposed, enabling the intelligent attainment of dual-comb mode-locked states. A real-time library stores fitness and MPC angles, facilitating mode-locked state achievement within 2\u2005s. Finally, long-term running of dual-comb mode locking is ensured by a random collision algorithm utilizing an evaluation criterion of weak soliton peaks.<\/jats:p>","DOI":"10.1364\/ol.566749","type":"journal-article","created":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T17:00:19Z","timestamp":1749574819000},"page":"4406","update-policy":"https:\/\/doi.org\/10.1364\/crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Intelligent mode-locked single-cavity dual-comb laser utilizing time-stretch dispersive Fourier transform spectroscopy"],"prefix":"10.1364","volume":"50","author":[{"given":"Pan","family":"Guo","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/011ashp19","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuan","family":"Gao","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/011ashp19","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yongjie","family":"Pu","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/011ashp19","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhigang","family":"Zhao","sequence":"additional","affiliation":[{"name":"Shandong University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenhua","family":"Cong","sequence":"additional","affiliation":[{"name":"Shandong University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sha","family":"Wang","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/011ashp19","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"285","published-online":{"date-parts":[[2025,6,25]]},"reference":[{"key":"ol-50-13-4406-R1","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1038\/s41586-022-05225-8","volume":"610","author":"Caldwell","year":"2022","journal-title":"Nature"},{"key":"ol-50-13-4406-R2","doi-asserted-by":"publisher","first-page":"3677","DOI":"10.1364\/OL.427816","volume":"46","author":"Fellinger","year":"2021","journal-title":"Opt. Lett."},{"key":"ol-50-13-4406-R3","doi-asserted-by":"publisher","first-page":"033831","DOI":"10.1103\/PhysRevA.97.033831","volume":"97","author":"Cho","year":"2018","journal-title":"Phys. Rev. A"},{"key":"ol-50-13-4406-R4","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1038\/nphoton.2015.250","volume":"10","author":"Millot","year":"2016","journal-title":"Nat. Photonics"},{"key":"ol-50-13-4406-R5","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1038\/s41377-023-01353-6","volume":"13","author":"Wang","year":"2024","journal-title":"Light: Sci. Appl."},{"key":"ol-50-13-4406-R6","doi-asserted-by":"publisher","first-page":"2301209","DOI":"10.1002\/lpor.202301209","volume":"18","author":"Guo","year":"2024","journal-title":"Laser Photonics Rev."},{"key":"ol-50-13-4406-R7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/JSTQE.2020.2985297","volume":"26","author":"Girardot","year":"2020","journal-title":"IEEE J. Sel. Top. Quantum"},{"key":"ol-50-13-4406-R8","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1364\/OPTICA.2.000275","volume":"2","author":"Andral","year":"2015","journal-title":"Optica"},{"key":"ol-50-13-4406-R9","doi-asserted-by":"publisher","first-page":"2891","DOI":"10.1515\/nanoph-2023-0792","volume":"13","author":"Kokhanovskiy","year":"2024","journal-title":"Nanophotonics"},{"key":"ol-50-13-4406-R10","doi-asserted-by":"publisher","first-page":"593","DOI":"10.1109\/JLT.2022.3220258","volume":"41","author":"Pu","year":"2023","journal-title":"J. Lightwave Technol."},{"key":"ol-50-13-4406-R11","doi-asserted-by":"publisher","first-page":"47","DOI":"10.3390\/photonics11010047","volume":"11","author":"Yan","year":"2024","journal-title":"Photonics"},{"key":"ol-50-13-4406-R12","doi-asserted-by":"publisher","first-page":"2149","DOI":"10.1364\/OL.516495","volume":"49","author":"Pu","year":"2024","journal-title":"Opt. Lett."},{"key":"ol-50-13-4406-R13","doi-asserted-by":"publisher","first-page":"025101","DOI":"10.1088\/1612-202X\/ada7d6","volume":"22","author":"Pu","year":"2025","journal-title":"Laser Phys. Lett."},{"key":"ol-50-13-4406-R14","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1364\/OPTICA.6.000362","volume":"6","author":"Pu","year":"2019","journal-title":"Optica"}],"container-title":["Optics Letters"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/opg.optica.org\/viewmedia.cfm?URI=ol-50-13-4406&seq=0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T11:31:21Z","timestamp":1750851081000},"score":1,"resource":{"primary":{"URL":"https:\/\/opg.optica.org\/abstract.cfm?URI=ol-50-13-4406"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,25]]},"references-count":14,"journal-issue":{"issue":"13","published-online":{"date-parts":[[2025]]},"published-print":{"date-parts":[[2025]]}},"URL":"https:\/\/doi.org\/10.1364\/ol.566749","relation":{},"ISSN":["0146-9592","1539-4794"],"issn-type":[{"value":"0146-9592","type":"print"},{"value":"1539-4794","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,25]]},"assertion":[{"value":"Optica Publishing Group","name":"publisher","label":"This article is maintained by"},{"value":"https:\/\/doi.org\/10.1364\/OL.566749","name":"articlelink","label":"Crossref DOI link to publisher maintained version"},{"value":"letter","name":"content_type","label":"Article type"},{"value":"Screened by Similarity Check","name":"cross_check","label":"Similarity check"},{"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":"30 April 2025","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"10 June 2025","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"25 June 2025","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}},{"value":"\u00a9 2025 Optica Publishing Group. All rights, including for text and data mining (TDM), Artificial Intelligence (AI) training, and similar technologies, are reserved.","name":"copyright","label":"Copyright"}]}}