Model-agnostic likelihood for the reinterpretation of the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:mrow> <mml:msup> <mml:mrow> <mml:mi>B</mml:mi> </mml:mrow> <mml:mrow> <mml:mo>+</mml:mo> </mml:mrow> </mml:msup>
We recently measured the branching fraction of the <a:math xmlns:a="http://www.w3.org/1998/Math/MathML" display="inline"> <a:msup> <a:mi>B</a:mi> <a:mo>+</a:mo> </a:msup> <a:mo stretchy="false">→</a:mo> <a:msup> <a:mi>K</a:mi> <a:mo>+</a:mo> </a:msup> <a:mi>ν</a:mi> <a:mover accent="true"> <a:mi>ν</a:mi> <a:mo stretchy="false">¯</a:mo> </a:mover> </a:math> decay using <f:math xmlns:f="http://www.w3.org/1998/Math/MathML" display="inline"> <f:mrow> <f:mn>362</f:mn> <f:mtext> </f:mtext> <f:mtext> </f:mtext> <f:msup> <f:mrow> <f:mi>fb</f:mi> </f:mrow> <f:mrow> <f:mo>−</f:mo> <f:mn>1</f:mn> </f:mrow> </f:msup> </f:mrow> </f:math> of on-resonance <h:math xmlns:h="http://www.w3.org/1998/Math/MathML" display="inline"> <h:msup> <h:mi>e</h:mi> <h:mo>+</h:mo> </h:msup> <h:msup> <h:mi>e</h:mi> <h:mo>−</h:mo> </h:msup> </h:math> collision data under the assumption of Standard Model kinematics, providing the first evidence for this decay. To facilitate future reinterpretations and maximize the scientific impact of this measurement, we publicly release the full analysis likelihood along with all necessary material required for reinterpretation under arbitrary theoretical models sensitive to this measurement. In this work, we demonstrate how the measurement can be reinterpreted within the framework of the weak effective theory. Using a kinematic reweighting technique in combination with the published likelihood, we derive marginal posterior distributions for the Wilson coefficients, construct credible intervals, and assess the goodness of fit to the Belle II data. For the weak effective theory Wilson coefficients, the posterior mode of the magnitudes <j:math xmlns:j="http://www.w3.org/1998/Math/MathML" display="inline"> <j:mrow> <j:mo stretchy="false">|</j:mo> <j:msub> <j:mrow> <j:mi>C</j:mi> </j:mrow> <j:mrow> <j:mi>VL</j:mi> </j:mrow> </j:msub> <j:mo>+</j:mo> <j:msub> <j:mrow> <j:mi>C</j:mi> </j:mrow> <j:mrow> <j:mi>VR</j:mi> </j:mrow> </j:msub> <j:mo stretchy="false">|</j:mo> </j:mrow> </j:math> , <n:math xmlns:n="http://www.w3.org/1998/Math/MathML" display="inline"> <n:mo stretchy="false">|</n:mo> <n:msub> <n:mi>C</n:mi> <n:mi>SL</n:mi> </n:msub> <n:mo>+</n:mo> <n:msub> <n:mi>C</n:mi> <n:mi>SR</n:mi> </n:msub> <n:mo stretchy="false">|</n:mo> </n:math> , and <r:math xmlns:r="http://www.w3.org/1998/Math/MathML" display="inline"> <r:mo stretchy="false">|</r:mo> <r:msub> <r:mi>C</r:mi> <r:mi>TL</r:mi> </r:msub> <r:mo stretchy="false">|</r:mo> </r:math> corresponds to the point (11.3, 0.0, 8.2). The respective 95% credible intervals are [1.9, 16.2], [0.0, 15.4], and [0.0, 11.2].
Authors
- K. Ravindran (ORCID: https://orcid.org/0000-0002-5584-2614)
- D. Greenwald
- C. Cecchi (ORCID: https://orcid.org/0000-0002-2192-8233)
- T. E. Browder (ORCID: https://orcid.org/0000-0001-7357-9007)
- Q. M. Li (ORCID: https://orcid.org/0000-0003-1511-6949)
- S. Pardi (ORCID: https://orcid.org/0000-0001-7994-0537)
- X. Dong (ORCID: https://orcid.org/0000-0001-9083-5906)
- Y. Onuki (ORCID: https://orcid.org/0000-0002-1646-6847)
- G. Dujany (ORCID: https://orcid.org/0000-0002-1345-8163)
- Z. Gruberová (ORCID: https://orcid.org/0000-0002-5691-1044)
- R. Leboucher (ORCID: https://orcid.org/0000-0003-3097-6613)
- C. Z. Yuan (ORCID: https://orcid.org/0000-0002-1652-6686)
- M. Hohmann
- D. Ricalde Herrmann (ORCID: https://orcid.org/0000-0001-9772-9989)
- Shinichi Ogawa
- S. Tanaka
- M. Alhakami (ORCID: https://orcid.org/0000-0002-2234-8628)
- J. S. Lange (ORCID: https://orcid.org/0000-0003-0234-0474)
- V. Zhilich
- T. Iijima (ORCID: https://orcid.org/0000-0002-4271-711X)
- G. Mancinelli (ORCID: https://orcid.org/0000-0003-1144-3678)
- R. Volpe (ORCID: https://orcid.org/0000-0003-1782-2978)
- J. Libby (ORCID: https://orcid.org/0000-0002-1219-3247)
- X. L. Wang
- Y. B. Li
- K. Kumara (ORCID: https://orcid.org/0000-0003-1572-5365)
- W. Gradl (ORCID: https://orcid.org/0000-0002-9974-8320)
- V. Bhardwaj
- S. Patra (ORCID: https://orcid.org/0000-0002-4114-1091)
- D. A. Sanders
- S. A. Al‐Ghamdi (ORCID: https://orcid.org/0000-0001-7609-112X)
- N. K. Baghel (ORCID: https://orcid.org/0009-0008-7806-4422)
- H. Ghumaryan (ORCID: https://orcid.org/0000-0001-6775-8893)
- A. L. Moreira De Carvalho (ORCID: https://orcid.org/0000-0002-1986-5720)
- K. Kojima
- Feng Zeng (ORCID: https://orcid.org/0000-0002-9346-9099)
- G. Raeuber (ORCID: https://orcid.org/0000-0003-2948-5155)
- S. Dey
- Y. Nakazawa (ORCID: https://orcid.org/0000-0002-6271-5808)
- S. Paul (ORCID: https://orcid.org/0000-0002-8813-0437)
- M. E. Sevior (ORCID: https://orcid.org/0000-0002-4824-101X)
- J. Kandra (ORCID: https://orcid.org/0000-0001-5635-1000)
- A. Ishikawa (ORCID: https://orcid.org/0000-0002-3561-5633)
- S. Raiz
- S. P. Maharana
- T. Higuchi (ORCID: https://orcid.org/0000-0002-7761-3505)
- J. V. Bennett (ORCID: https://orcid.org/0000-0002-5440-2668)
- H. Svidras (ORCID: https://orcid.org/0000-0003-4198-2517)
- M. Reif
- S. Moneta (ORCID: https://orcid.org/0000-0003-2184-7510)
- L. Corona
- M. Starič (ORCID: https://orcid.org/0000-0001-8751-5944)
- K. Chirapatpimol (ORCID: https://orcid.org/0000-0003-2099-7760)
- K. Chilikin
- D. Marcantonio
- J. B. Singh (ORCID: https://orcid.org/0000-0001-9029-2462)
- M. Bertemes
- L. Zani
- C. Lyu (ORCID: https://orcid.org/0000-0002-2275-0473)
- S. A. De La Motte (ORCID: https://orcid.org/0000-0003-3905-6805)
- M. Masuda (ORCID: https://orcid.org/0000-0002-7109-5583)
- Y. Seino (ORCID: https://orcid.org/0000-0002-8378-4255)
- P. Cheema (ORCID: https://orcid.org/0000-0001-8472-5727)
- Lawrence M. Gartner
- A. Beaubien (ORCID: https://orcid.org/0000-0001-9438-089X)
- H. Bae
- B. Gobbo
- A. Natochii (ORCID: https://orcid.org/0000-0002-1076-814X)
- L. Aggarwal (ORCID: https://orcid.org/0000-0002-0909-7537)
- A. Budano
- Z. Liu
- T. Kuhr (ORCID: https://orcid.org/0000-0001-6251-8049)
- T. K. Pedlar (ORCID: https://orcid.org/0000-0001-9839-7373)
- J. Park
- S. Mondal (ORCID: https://orcid.org/0000-0002-3054-8400)
- F. Keil (ORCID: https://orcid.org/0000-0002-7278-2860)
- L. Chen (ORCID: https://orcid.org/0009-0003-6318-2008)
- M. Sobotzik (ORCID: https://orcid.org/0000-0002-1773-5455)
- S. Stefkova (ORCID: https://orcid.org/0000-0003-2628-530X)
- S. Korpar (ORCID: https://orcid.org/0000-0003-0971-0968)
- F. Tenchini
- C. Praz (ORCID: https://orcid.org/0000-0002-6154-885X)
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- K. Miyabayashi (ORCID: https://orcid.org/0000-0003-4352-734X)
- Q. Y. Liu (ORCID: https://orcid.org/0000-0002-7684-0415)
- E. Ganiev (ORCID: https://orcid.org/0000-0001-8346-8597)
- M. J. Lee
- P. L. M. Podesta-Lerma (ORCID: https://orcid.org/0000-0002-8152-9605)
- J. Borah (ORCID: https://orcid.org/0000-0003-2990-1913)
- Paul Leo (ORCID: https://orcid.org/0000-0001-8325-4134)
- M. Kaleta
- A. Aloisio
- S. Kohani (ORCID: https://orcid.org/0000-0003-3869-6552)
- D. Bodrov
- J. A. McKenna (ORCID: https://orcid.org/0000-0001-9871-9002)
- Yunhao Ma
- E. Prencipe
- V. Bonvicini (ORCID: https://orcid.org/0000-0003-1826-5843)
- S. Wallner (ORCID: https://orcid.org/0000-0002-9105-1625)
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- F. Simon (ORCID: https://orcid.org/0000-0002-5978-0289)
- K. Amos (ORCID: https://orcid.org/0000-0002-8191-2743)
- G. Karyan (ORCID: https://orcid.org/0000-0001-5365-3716)
- S. H. Robertson
- C. Schmitt
- R. Maiti (ORCID: https://orcid.org/0000-0001-5534-7149)
- Michael H. Bartl (ORCID: https://orcid.org/0000-0002-6942-7075)
- V. Bertacchi (ORCID: https://orcid.org/0000-0001-9971-1176)
- X. T. Hou (ORCID: https://orcid.org/0009-0005-3014-9767)
- Y. Kulii (ORCID: https://orcid.org/0000-0001-6217-5162)
- E. Solovieva (ORCID: https://orcid.org/0000-0002-5735-4059)
- R. Mussa (ORCID: https://orcid.org/0000-0002-0294-9071)
- S. -J. Cho
- H. Atmacan
- R. Manfredi (ORCID: https://orcid.org/0000-0002-8552-6276)
- G. De Pietro (ORCID: https://orcid.org/0000-0001-8442-107X)
- R. Žlebčík
- P. Branchini (ORCID: https://orcid.org/0000-0002-2270-9673)
- Q. Zhou (ORCID: https://orcid.org/0000-0001-5968-6359)
- T. Podobnik (ORCID: https://orcid.org/0000-0002-6131-819X)
- I. Ueda
- J. Lin (ORCID: https://orcid.org/0000-0002-3353-1559)
- T. Lueck (ORCID: https://orcid.org/0000-0003-3915-2506)
- R. Giordano
- A. Korobov (ORCID: https://orcid.org/0000-0001-5959-8172)
- R. Mehta (ORCID: https://orcid.org/0000-0001-8670-3409)
- D. Liventsev (ORCID: https://orcid.org/0000-0003-3416-0056)
- P. Gironella Gironell (ORCID: https://orcid.org/0000-0001-5603-4750)
- M. Schnepf
- K. Schoenning
- L. K. Li (ORCID: https://orcid.org/0000-0001-5250-7928)
- P. Goldenzweig (ORCID: https://orcid.org/0000-0001-8785-847X)
- K. Unger
- R. Okubo
- M. Laurenza (ORCID: https://orcid.org/0000-0002-7400-6013)
- M. Hoek
- S. Bettarini (ORCID: https://orcid.org/0000-0001-7742-2998)
- D. Biswas (ORCID: https://orcid.org/0000-0002-7543-3471)
- V. Babu
- Z. Doležal (ORCID: https://orcid.org/0000-0002-5662-3675)
- I. Adachi (ORCID: https://orcid.org/0000-0003-2287-0173)
- A. Lozar
- Y. Han (ORCID: https://orcid.org/0000-0002-3510-6505)
- Y. Yusa (ORCID: https://orcid.org/0000-0002-4001-9748)
- A. Rostomyan (ORCID: https://orcid.org/0000-0003-1839-8152)
- G. Rizzo (ORCID: https://orcid.org/0000-0003-1788-2866)
- P. Urquijo (ORCID: https://orcid.org/0000-0002-0887-7953)
- K. Cho
- K. H. Kang (ORCID: https://orcid.org/0000-0002-6816-0751)
- D. Y. Kim
- H. Kindo
- J. Baudot
- N. Anh Ky (ORCID: https://orcid.org/0000-0003-0471-197X)
- T. Lam
- S. Nishida (ORCID: https://orcid.org/0000-0001-6373-2346)
- A. Frey
- S. S. Tang (ORCID: https://orcid.org/0000-0001-6564-0445)
- P. Rados
- V. Raj (ORCID: https://orcid.org/0000-0002-0370-6370)
- D. M. Asner (ORCID: https://orcid.org/0000-0002-1586-5790)
- R. Godang (ORCID: https://orcid.org/0000-0002-8317-0579)
- M. Barrett (ORCID: https://orcid.org/0000-0002-2095-603X)
- M. Campajola (ORCID: https://orcid.org/0000-0003-2518-7134)
- A. Sibidanov
- A. Kuzmin (ORCID: https://orcid.org/0000-0002-7011-5044)
- R. Pestotnik (ORCID: https://orcid.org/0000-0003-1804-9470)
- R. de Sangro (ORCID: https://orcid.org/0000-0002-3808-5455)
- C. Li
- S. Kohani
- K. Yoshihara
- C. Hearty (ORCID: https://orcid.org/0000-0001-6568-0252)
- Francesco Testa (ORCID: https://orcid.org/0000-0003-4494-8146)
- I. Tsaklidis (ORCID: https://orcid.org/0000-0003-3584-4484)
- M. Nayak (ORCID: https://orcid.org/0000-0002-2572-4692)
- A. Martens (ORCID: https://orcid.org/0000-0003-1544-4053)
- A. Thaller
- T. V. Dong (ORCID: https://orcid.org/0000-0003-3043-1939)
- B. Bhuyan (ORCID: https://orcid.org/0000-0001-6254-3594)
- K. E. Varvell (ORCID: https://orcid.org/0000-0003-1017-1295)
- A. Boschetti (ORCID: https://orcid.org/0000-0001-6030-3087)
- E. Kovalenko (ORCID: https://orcid.org/0000-0001-8084-1931)
- M. Wakai
- S. Choudhury (ORCID: https://orcid.org/0000-0001-9841-0216)
- T. Shillington (ORCID: https://orcid.org/0000-0003-3862-4380)
- Y. Unno (ORCID: https://orcid.org/0000-0003-3355-765X)
- L. Cao (ORCID: https://orcid.org/0000-0001-8332-5668)
- E. Graziani
- K. Uno
- J. Serrano (ORCID: https://orcid.org/0000-0003-2489-7812)
- G. Gaudino
- H. Purwar
- S. Hazra
- C. Miller (ORCID: https://orcid.org/0000-0003-2631-1790)
- P. Kodyš
- G. Finocchiaro (ORCID: https://orcid.org/0000-0002-3936-2151)
- M. Takizawa (ORCID: https://orcid.org/0000-0001-8225-3973)
- K. Gudkova
- W. W. Jacobs (ORCID: https://orcid.org/0000-0002-9996-6336)
- M. Iwasaki
- Y.B Li (ORCID: https://orcid.org/0009-0002-8040-2546)
- K. Matsuoka
- P. Bambade
- G. Pakhlova
- K. Tanida (ORCID: https://orcid.org/0000-0002-8255-3746)
- C. Mariñas (ORCID: https://orcid.org/0000-0003-1903-3251)
- D. Matvienko (ORCID: https://orcid.org/0000-0002-2698-5448)
- K. Senyo (ORCID: https://orcid.org/0000-0002-1615-9118)
- R. Kowalewski (ORCID: https://orcid.org/0000-0002-7314-0990)
- K. Inami
- B. Yabsley (ORCID: https://orcid.org/0000-0002-2680-0474)
- H. Hayashii (ORCID: https://orcid.org/0000-0002-5138-5903)
- R. van Tonder (ORCID: https://orcid.org/0000-0002-7448-4816)
- K. Lalwani (ORCID: https://orcid.org/0000-0002-7294-396X)
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- C. Kiesling
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- S. Bussino
- P. Horak (ORCID: https://orcid.org/0000-0001-9979-6501)
- L. Šantelj (ORCID: https://orcid.org/0000-0003-3904-2956)
- B. Spruck (ORCID: https://orcid.org/0000-0002-3060-2729)
- J. Chin (ORCID: https://orcid.org/0009-0005-9210-8872)
- Mary P. Neu
- A. Selce
- A. Bondar (ORCID: https://orcid.org/0000-0002-5089-5338)
- S. K. Maurya (ORCID: https://orcid.org/0000-0002-7764-5777)
- G. de Marino (ORCID: https://orcid.org/0000-0002-6509-7793)
- F. F. Trantou (ORCID: https://orcid.org/0000-0003-0517-9129)
- R. Tiwary
- P. Ecker
- L. Zhu
- R. Kumar
- J. Yelton (ORCID: https://orcid.org/0000-0001-8840-3346)
- T. Shimasaki
- I. Nakamura (ORCID: https://orcid.org/0000-0002-7640-5456)
- A. Gabrielli (ORCID: https://orcid.org/0000-0001-7695-0537)
- S. Yamada
- A. Bozek
- L. Vitale (ORCID: https://orcid.org/0000-0003-3354-2300)
- Q. Campagna (ORCID: https://orcid.org/0000-0002-3109-2046)
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- P. Jackson
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- M. T. Hedges (ORCID: https://orcid.org/0000-0001-6504-1872)
- K. Dugic (ORCID: https://orcid.org/0009-0006-6056-546X)
- H. Ono
- N. Ipsita (ORCID: https://orcid.org/0000-0002-2927-3366)
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- A. Sokolov (ORCID: https://orcid.org/0000-0001-6724-178X)
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- R. Hoppe (ORCID: https://orcid.org/0009-0002-5453-1133)
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- Y. Li
- R. Garg (ORCID: https://orcid.org/0000-0002-7406-4707)
- C. Sfienti
- B. Scavino (ORCID: https://orcid.org/0000-0003-1771-9161)
- M. Mantovano (ORCID: https://orcid.org/0000-0002-5979-5050)
- M. T. Prim (ORCID: https://orcid.org/0000-0002-1407-7450)
- F. Forti (ORCID: https://orcid.org/0000-0001-6535-7965)
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- R. Farkas (ORCID: https://orcid.org/0000-0002-7647-1429)
- S. Spataro (ORCID: https://orcid.org/0000-0001-9601-405X)
- V. Savinov (ORCID: https://orcid.org/0000-0002-9184-2830)
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- F. Becherer (ORCID: https://orcid.org/0000-0003-0562-4616)
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- G. Heine (ORCID: https://orcid.org/0009-0009-1827-2008)
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- Jae-Young Kim (ORCID: https://orcid.org/0000-0001-8229-7183)
- I. Heredia-De La Cruz (ORCID: https://orcid.org/0000-0002-8133-6467)
- F. Bianchi (ORCID: https://orcid.org/0000-0002-1524-6236)
- J. Kumar (ORCID: https://orcid.org/0000-0002-8465-433X)
- F. Meier (ORCID: https://orcid.org/0000-0002-6088-0412)
- Yuxia Jin (ORCID: https://orcid.org/0000-0002-5459-8330)
- B. Yu (ORCID: https://orcid.org/0000-0002-8331-0113)
- E. Torassa (ORCID: https://orcid.org/0000-0003-2321-0599)
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- B. Zhang (ORCID: https://orcid.org/0000-0002-9726-6707)
- J. U. Rehman (ORCID: https://orcid.org/0000-0003-2047-4206)
- Hideaki Miyake (ORCID: https://orcid.org/0000-0003-0563-4160)
- S. B. Yang (ORCID: https://orcid.org/0000-0002-9543-7971)
- Jia Yuan (ORCID: https://orcid.org/0000-0001-6497-8305)
- J. Skorupa (ORCID: https://orcid.org/0000-0002-8566-621X)
- Dilip Ghosh (ORCID: https://orcid.org/0000-0001-5522-2880)
- Y. P. Liao (ORCID: https://orcid.org/0009-0000-1981-0044)
- X. D. Shi (ORCID: https://orcid.org/0000-0002-9448-6376)
- D. Jacobi (ORCID: https://orcid.org/0000-0003-2399-9796)
- R. J. Sobie
- L. E. Piilonen (ORCID: https://orcid.org/0000-0001-6836-0748)
- T. S. Lau
- V. Gautam (ORCID: https://orcid.org/0009-0001-9817-8637)
- M. Merola (ORCID: https://orcid.org/0000-0002-7082-8108)
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- P. Stavroulakis
- G. Giakoustidis
- A. Warburton (ORCID: https://orcid.org/0000-0002-2298-7315)
- V. Gaur (ORCID: https://orcid.org/0000-0002-8880-6134)
- T. Ferber (ORCID: https://orcid.org/0000-0002-6849-0427)
- S. Uno
- S. H. Robertson
- C. Martellini (ORCID: https://orcid.org/0000-0002-7189-8343)
- A. Gellrich
- M. Maggiora
- E. Manoni (ORCID: https://orcid.org/0000-0002-9826-7947)
- M. Destefanis
- E. De La Cruz–Burelo (ORCID: https://orcid.org/0000-0002-7469-6974)
- H. Nakazawa
- F. U. Bernlochner
- A. Johnson
- R. Itoh
- S. Longo
- S. Prell
- J. A. Becker
- S.-W. Lin (ORCID: https://orcid.org/0009-0005-4607-5643)
- G. De Nardo
- T. Kunigo
- C. Schwanda
- M. Veronesi
- S. Marcello
- A. Soffer
- C. Wessel
- W. B. Yan (ORCID: https://orcid.org/0000-0002-0210-9734)
- M. Sumihama
- N. Akopov
- T. Fillinger
- A. Giri
- S. Reiter
- M. Bessner
- C. Santos (ORCID: https://orcid.org/0009-0005-2430-1670)
- K. K. Joo
- B. G. Cheon
- A. Gale (ORCID: https://orcid.org/0009-0005-2634-7189)
- T. Martinov
- C. Harris
- M. Garcia-Hernandez (ORCID: https://orcid.org/0000-0002-7406-4707)
- J. X. Cui
- J. Dingfelder
- K. Kinoshita
- H. Ahmed (ORCID: https://orcid.org/0000-0002-4579-2617)
- Y. H. Ahn (ORCID: https://orcid.org/0000-0001-6820-0576)
- N. Suwonjandee (ORCID: https://orcid.org/0009-0000-2819-5020)
- S. Vahsen (ORCID: https://orcid.org/0000-0003-1685-9824)
- Y. Ushiroda (ORCID: https://orcid.org/0000-0003-3174-403X)
- Z. Natkaniec (ORCID: https://orcid.org/0000-0003-0486-9291)
- R. Stroili (ORCID: https://orcid.org/0000-0002-3453-142X)
- J. M. Roney (ORCID: https://orcid.org/0000-0001-7802-4617)
- P. Križan (ORCID: https://orcid.org/0000-0002-4967-7675)
- M. Maushart (ORCID: https://orcid.org/0009-0004-1020-7299)
- Sw. Banerjee (ORCID: https://orcid.org/0000-0001-8852-2409)
- L. Stoetzer (ORCID: https://orcid.org/0009-0003-2245-1603)
- M. Abumusabh (ORCID: https://orcid.org/0009-0004-1031-5425)
- L. Salutari (ORCID: https://orcid.org/0009-0001-2822-6939)
Publication Details
- Journal
- Physical review. D/Physical review. D.
- Published
- 2025-11-24
- DOI
- https://doi.org/10.1103/pr66-sd36
- Primary Topic
- Atomic and Subatomic Physics Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00