Bayesian inference and QFT constraints for hadron physics

by Andreas Jüttner (CERN & Southampton U.)

Monday 30 Oct 2023, 16:00 → 17:00 Europe/Berlin

ENC-D308

In this talk I will discuss how Bayesian priors derived from first principles, for instance analyticity and unitarity, can be used to complement theory computations of hadron observables. I will demonstrate the ideas for the analysis of lattice-QCD simulations of exclusive as well as inclusive semileptonic B-meson decay. In the former case, the use of Bayesian inference allows for formulating a model- and truncation independent parameterisation of hadronic form factors. In the latter case, QFT priors allow to tackle the computation of the inclusive decay rate for the first time.