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Extrapolating semileptonic form factors using Bayesian-inference fits regulated by unitarity and analyticity

Extrapolating semileptonic form factors using Bayesian-inference fits regulated by unitarity and analyticity
Extrapolating semileptonic form factors using Bayesian-inference fits regulated by unitarity and analyticity
We discuss our recently proposed model-independent framework for fitting hadronic form-factor data, which are often only available at discrete kinematical points, using parameterisations based on unitarity and analyticity. The accompanying dispersive bound on the form factors (unitarity constraint) is used to regulate the ill-posed fitting problem and allow model-independent predictions over the entire physical range. Kinematical constraints, for example for the vector and scalar form factors in semileptonic meson decays, can be imposed exactly. The core formulae are straight-forward to implement with standard math libraries. We demonstrate the method for the exclusive semileptonic decay Bs→Kℓν, an example requiring one to use a generalisation of the original Boyd Grinstein Lebed (BGL) unitarity constraint. We further present a first application of the method to B→D∗ℓν decays.
hep-lat, hep-ph
1824-8039
Flynn, J.M.
d8e90963-ba56-415c-bbd4-496b7d91d343
Jüttner, A.
a90ff7c5-ae8f-4c8e-9679-b5a95b2a6247
Tsang, J.T.
e4648385-cecf-4c02-b13e-c06312f16b12
Flynn, J.M.
d8e90963-ba56-415c-bbd4-496b7d91d343
Jüttner, A.
a90ff7c5-ae8f-4c8e-9679-b5a95b2a6247
Tsang, J.T.
e4648385-cecf-4c02-b13e-c06312f16b12

Flynn, J.M., Jüttner, A. and Tsang, J.T. (2023) Extrapolating semileptonic form factors using Bayesian-inference fits regulated by unitarity and analyticity. Proceedings of Science, 453. (doi:10.48550/arXiv.2312.14631).

Record type: Article

Abstract

We discuss our recently proposed model-independent framework for fitting hadronic form-factor data, which are often only available at discrete kinematical points, using parameterisations based on unitarity and analyticity. The accompanying dispersive bound on the form factors (unitarity constraint) is used to regulate the ill-posed fitting problem and allow model-independent predictions over the entire physical range. Kinematical constraints, for example for the vector and scalar form factors in semileptonic meson decays, can be imposed exactly. The core formulae are straight-forward to implement with standard math libraries. We demonstrate the method for the exclusive semileptonic decay Bs→Kℓν, an example requiring one to use a generalisation of the original Boyd Grinstein Lebed (BGL) unitarity constraint. We further present a first application of the method to B→D∗ℓν decays.

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Accepted/In Press date: 22 December 2023
e-pub ahead of print date: 27 December 2023
Keywords: hep-lat, hep-ph

Identifiers

Local EPrints ID: 486085
URI: http://eprints.soton.ac.uk/id/eprint/486085
ISSN: 1824-8039
PURE UUID: 60090457-ea07-4b2c-bae2-e29c1a1b44c2
ORCID for J.M. Flynn: ORCID iD orcid.org/0000-0002-6280-1677
ORCID for A. Jüttner: ORCID iD orcid.org/0000-0002-3978-0927

Catalogue record

Date deposited: 09 Jan 2024 17:33
Last modified: 17 May 2024 01:38

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Contributors

Author: J.M. Flynn ORCID iD
Author: A. Jüttner ORCID iD
Author: J.T. Tsang

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