A continuous calibration of the ATLAS flavour-tagging classifiers via optimal transportation maps

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Item Type:	Article
Authors/Creators:	Aad, G. https://orcid.org/0000-0002-6665-4934 Aakvaag, E. https://orcid.org/0000-0001-7616-1554 Abbott, B. https://orcid.org/0000-0002-5888-2734 Abdelhameed, S. https://orcid.org/0000-0002-0287-5869 Abeling, K. https://orcid.org/0000-0002-1002-1652 Abicht, N.J. https://orcid.org/0000-0001-5763-2760 Abidi, S.H. https://orcid.org/0000-0002-8496-9294 Aboelela, M. https://orcid.org/0009-0003-6578-220X Aboulhorma, A. https://orcid.org/0000-0002-9987-2292 Abramowicz, H. https://orcid.org/0000-0001-5329-6640 Abreu, H. https://orcid.org/0000-0002-1599-2896 Abulaiti, Y. https://orcid.org/0000-0003-0403-3697 Acharya, B.S. https://orcid.org/0000-0002-8588-9157 Ackermann, A. https://orcid.org/0000-0003-4699-7275 Bourdarios, C.A. https://orcid.org/0000-0002-2634-4958 Adamczyk, L. https://orcid.org/0000-0002-5859-2075 Addepalli, S.V. https://orcid.org/0000-0002-2919-6663 Addison, M.J. https://orcid.org/0000-0002-8387-3661 Adelman, J. https://orcid.org/0000-0002-1041-3496 Adiguzel, A. https://orcid.org/0000-0001-6644-0517 Adye, T. https://orcid.org/0000-0003-0627-5059 Affolder, A.A. https://orcid.org/0000-0002-9058-7217 Afik, Y. https://orcid.org/0000-0001-8102-356X Agaras, M.N. https://orcid.org/0000-0002-4355-5589 Aggarwal, A. https://orcid.org/0000-0002-1922-2039 Agheorghiesei, C. https://orcid.org/0000-0003-3695-1847 Ahmadov, F. https://orcid.org/0000-0003-3644-540X Ahuja, S. https://orcid.org/0000-0003-4368-9285 Ai, X. https://orcid.org/0000-0003-3856-2415 Aielli, G. https://orcid.org/0000-0002-0573-8114 Aikot, A. https://orcid.org/0000-0001-6578-6890 Tamlihat, M.A. https://orcid.org/0000-0002-1322-4666 Aitbenchikh, B. https://orcid.org/0000-0002-8020-1181 Akbiyik, M. https://orcid.org/0000-0002-7342-3130 Åkesson, T.P.A. https://orcid.org/0000-0003-4141-5408 Akimov, A.V. https://orcid.org/0000-0002-2846-2958 Akiyama, D. https://orcid.org/0000-0001-7623-6421 Akolkar, N.N. https://orcid.org/0000-0003-3424-2123 Aktas, S. https://orcid.org/0000-0002-8250-6501 Al Khoury, K. https://orcid.org/0000-0002-0547-8199 Alberghi, G.L. https://orcid.org/0000-0003-2388-987X Albert, J. https://orcid.org/0000-0003-0253-2505 Albicocco, P. https://orcid.org/0000-0001-6430-1038 Albouy, G.L. https://orcid.org/0000-0003-0830-0107 Alderweireldt, S. https://orcid.org/0000-0002-8224-7036 Alegria, Z.L. https://orcid.org/0000-0002-1977-0799 Aleksa, M. https://orcid.org/0000-0002-1936-9217 Aleksandrov, I.N. https://orcid.org/0000-0001-7381-6762 Alexa, C. https://orcid.org/0000-0003-0922-7669 Alexopoulos, T. https://orcid.org/0000-0002-8977-279X Alfonsi, F. https://orcid.org/0000-0002-0966-0211 Algren, M. https://orcid.org/0000-0003-1793-1787 Alhroob, M. https://orcid.org/0000-0001-7569-7111 Ali, B. https://orcid.org/0000-0001-8653-5556 Ali, H.M.J. https://orcid.org/0000-0002-4507-7349 Ali, S. https://orcid.org/0000-0001-5216-3133 Alibocus, S.W. https://orcid.org/0000-0002-9377-8852 Aliev, M. https://orcid.org/0000-0002-9012-3746 Alimonti, G. https://orcid.org/0000-0002-7128-9046 Alkakhi, W. https://orcid.org/0000-0001-9355-4245 Allaire, C. https://orcid.org/0000-0003-4745-538X Allbrooke, B.M.M. https://orcid.org/0000-0002-5738-2471 Allen, J.S. https://orcid.org/0000-0001-9398-8158 Allen, J.F. https://orcid.org/0000-0001-9990-7486 Allendes Flores, C.A. https://orcid.org/0000-0002-1509-3217 Allport, P.P. https://orcid.org/0000-0001-7303-2570 Aloisio, A. https://orcid.org/0000-0002-3883-6693 Alonso, F. https://orcid.org/0000-0001-9431-8156 Alpigiani, C. https://orcid.org/0000-0002-7641-5814 Alsolami, Z.M.K. https://orcid.org/0000-0002-3785-0709 Alvarez Estevez, M. https://orcid.org/0000-0002-8181-6532 Alvarez Fernandez, A. https://orcid.org/0000-0003-1525-4620 Alves Cardoso, M. https://orcid.org/0000-0002-0042-292X Alviggi, M.G. https://orcid.org/0000-0003-0026-982X Aly, M. https://orcid.org/0000-0003-3043-3715 Amaral Coutinho, Y. https://orcid.org/0000-0002-1798-7230 Ambler, A. https://orcid.org/0000-0003-2184-3480 Amelung, C. Amerl, M. https://orcid.org/0000-0003-1155-7982 Ames, C.G. https://orcid.org/0000-0002-2126-4246 Amidei, D. https://orcid.org/0000-0002-6814-0355 Amini, B. https://orcid.org/0000-0002-4692-0369 Amirie, K. https://orcid.org/0000-0002-8029-7347 Amor Dos Santos, S.P. https://orcid.org/0000-0001-7566-6067 Amos, K.R. https://orcid.org/0000-0003-1757-5620 Amperiadou, D. https://orcid.org/0000-0003-0205-6887 An, S. Ananiev, V. https://orcid.org/0000-0003-3649-7621 Anastopoulos, C. https://orcid.org/0000-0003-1587-5830 Andeen, T. https://orcid.org/0000-0002-4413-871X Anders, J.K. https://orcid.org/0000-0002-1846-0262 Anderson, A.C. https://orcid.org/0009-0009-9682-4656 Andrean, S.Y. https://orcid.org/0000-0002-9766-2670 Andreazza, A. https://orcid.org/0000-0001-5161-5759 Angelidakis, S. https://orcid.org/0000-0002-8274-6118 Angerami, A. https://orcid.org/0000-0001-7834-8750 Anisenkov, A.V. https://orcid.org/0000-0002-7201-5936 Annovi, A. https://orcid.org/0000-0002-4649-4398 Antel, C. https://orcid.org/0000-0001-9683-0890 Antipov, E. https://orcid.org/0000-0002-6678-7665 Antonelli, M. https://orcid.org/0000-0002-2293-5726 Anulli, F. https://orcid.org/0000-0003-2734-130X Aoki, M. https://orcid.org/0000-0001-7498-0097 Aoki, T. https://orcid.org/0000-0002-6618-5170 Aparo, M.A. https://orcid.org/0000-0003-4675-7810 Aperio Bella, L. https://orcid.org/0000-0003-3942-1702 Appelt, C. https://orcid.org/0000-0003-1205-6784 Apyan, A. https://orcid.org/0000-0002-9418-6656 Arbiol Val, S.J. https://orcid.org/0000-0002-8849-0360 Arcangeletti, C. https://orcid.org/0000-0001-8648-2896 Arce, A.T.H. https://orcid.org/0000-0002-7255-0832 Arguin, J.-F. https://orcid.org/0000-0003-0229-3858 Argyropoulos, S. https://orcid.org/0000-0001-7748-1429 Arling, J.-H. https://orcid.org/0000-0002-1577-5090 Arnaez, O. https://orcid.org/0000-0002-6096-0893 Arnold, H. https://orcid.org/0000-0003-3578-2228 Artoni, G. https://orcid.org/0000-0002-3477-4499 Asada, H. https://orcid.org/0000-0003-1420-4955 Asai, K. https://orcid.org/0000-0002-3670-6908 Asai, S. https://orcid.org/0000-0001-5279-2298 Asbah, N.A. https://orcid.org/0000-0001-8381-2255 Ashby Pickering, R.A. https://orcid.org/0000-0002-4340-4932 Assamagan, K. https://orcid.org/0000-0002-4826-2662 Astalos, R. https://orcid.org/0000-0001-5095-605X Astrand, K.S.V. https://orcid.org/0000-0001-9424-6607 Atashi, S. https://orcid.org/0000-0002-3624-4475 Atkin, R.J. https://orcid.org/0000-0002-1972-1006 Atmani, H. Atmasiddha, P.A. https://orcid.org/0000-0002-7639-9703 Augsten, K. https://orcid.org/0000-0001-8324-0576 Auriol, A.D. https://orcid.org/0000-0002-3623-1228 Austrup, V.A. https://orcid.org/0000-0001-6918-9065 Avolio, G. https://orcid.org/0000-0003-2664-3437 Axiotis, K. https://orcid.org/0000-0003-3664-8186 Azuelos, G. https://orcid.org/0000-0003-4241-022X Babal, D. https://orcid.org/0000-0001-7657-6004 Bachacou, H. https://orcid.org/0000-0002-2256-4515 Bachas, K. https://orcid.org/0000-0002-9047-6517 Bachiu, A. https://orcid.org/0000-0001-8599-024X Bachmann, E. https://orcid.org/0009-0005-5576-327X Badea, A. https://orcid.org/0000-0001-5199-9588 Baer, T.M. https://orcid.org/0000-0002-2469-513X Bagnaia, P. https://orcid.org/0000-0003-4578-2651 Bahmani, M. https://orcid.org/0000-0003-4173-0926 Bahner, D. https://orcid.org/0000-0001-8061-9978 Bai, K. https://orcid.org/0000-0001-8508-1169 Baines, J.T. https://orcid.org/0000-0003-0770-2702 Baines, L. https://orcid.org/0000-0002-9326-1415 Baker, O.K. https://orcid.org/0000-0003-1346-5774 Bakos, E. https://orcid.org/0000-0002-1110-4433 Bakshi Gupta, D. https://orcid.org/0000-0002-6580-008X Balabram Filho, L.E. https://orcid.org/0009-0006-1619-1261 Balakrishnan, V. https://orcid.org/0000-0003-2580-2520 Balasubramanian, R. https://orcid.org/0000-0001-5840-1788 Baldin, E.M. https://orcid.org/0000-0002-9854-975X Balek, P. https://orcid.org/0000-0002-0942-1966 Ballabene, E. https://orcid.org/0000-0001-9700-2587 Balli, F. https://orcid.org/0000-0003-0844-4207 Baltes, L.M. https://orcid.org/0000-0001-7041-7096 Balunas, W.K. https://orcid.org/0000-0002-7048-4915 Balz, J. https://orcid.org/0000-0003-2866-9446 Bamwidhi, I. https://orcid.org/0000-0002-4382-1541 Banas, E. https://orcid.org/0000-0001-5325-6040 Bandieramonte, M. https://orcid.org/0000-0003-2014-9489 Bandyopadhyay, A. https://orcid.org/0000-0002-5256-839X Bansal, S. https://orcid.org/0000-0002-8754-1074 Barak, L. https://orcid.org/0000-0002-3436-2726 Barakat, M. https://orcid.org/0000-0001-5740-1866 Barberio, E.L. https://orcid.org/0000-0002-3111-0910 Barberis, D. https://orcid.org/0000-0002-3938-4553 Barbero, M. https://orcid.org/0000-0002-7824-3358 Barel, M.Z. https://orcid.org/0000-0002-5572-2372 Barillari, T. https://orcid.org/0000-0001-7326-0565 Barisits, M.-S. https://orcid.org/0000-0003-0253-106X Barklow, T. https://orcid.org/0000-0002-7709-037X Baron, P. https://orcid.org/0000-0002-5170-0053 Baron Moreno, D.A. https://orcid.org/0000-0001-9864-7985 Baroncelli, A. https://orcid.org/0000-0001-7090-7474 Barr, A.J. https://orcid.org/0000-0002-3533-3740 Barr, J.D. https://orcid.org/0000-0002-9752-9204 Barreiro, F. https://orcid.org/0000-0002-3021-0258 Barreiro Guimarães da Costa, J. https://orcid.org/0000-0003-2387-0386 Barros Teixeira, M.G. https://orcid.org/0000-0003-0914-8178 Barsov, S. https://orcid.org/0000-0003-2872-7116 Bartels, F. https://orcid.org/0000-0002-3407-0918 Bartoldus, R. https://orcid.org/0000-0001-5317-9794 Barton, A.E. https://orcid.org/0000-0001-9696-9497 Bartos, P. https://orcid.org/0000-0003-1419-3213 Basan, A. https://orcid.org/0000-0001-8021-8525 Baselga, M. https://orcid.org/0000-0002-1533-0876 Bassalat, A. https://orcid.org/0000-0002-0129-1423 Basso, M.J. https://orcid.org/0000-0001-9278-3863 Bataju, S. https://orcid.org/0009-0004-5048-9104 Bate, R. https://orcid.org/0009-0004-7639-1869 Bates, R.L. https://orcid.org/0000-0002-6923-5372 Batlamous, S. 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Copyright, Publisher and Additional Information:	© CERN for the benefit of the ATLAS Collaboration 2025. Open Access: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
Keywords:	Particle and High Energy Physics; Physical Sciences
Dates:	Accepted: 26 September 2025 Published (online): 10 November 2025 Published: November 2025
Institution:	The University of Sheffield
Academic Units:	The University of Sheffield > Faculty of Science (Sheffield) > School of Mathematical and Physical Sciences The University of Sheffield > Faculty of Science (Sheffield) > Department of Physics and Astronomy (Sheffield)
Date Deposited:	26 Nov 2025 12:03
Last Modified:	26 Nov 2025 12:03
Status:	Published
Publisher:	Springer Science and Business Media LLC
Refereed:	Yes
Identification Number:	10.1140/epjc/s10052-025-14682-0
Open Archives Initiative ID (OAI ID):	oai:eprints.whiterose.ac.uk:234905

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