dr hab. Krzysztof Graczyk

Bayesian Inference in Investigation of Lepton-Nucleon Interactions

The subjective review of the Bayesian methods adapted to study the lepton-nucleon scattering will be presented. The main attention will be focused on the neural network approach and its adaptation for study the proton radius problem and two-photon exchange physics (ep scattering). Bayesian methods allow one to control the impact of initial model assumptions on the results of the investigation, to classify quantitatively various physical hypothesis.