We demonstrate a fully Bayesian pipeline to approach particle physics modelling problems with.
Examining the interface of Particle Physics (particularly at High Energy colliders) with Bayesian inference techniques. _Can we learn something new about the smallest scale physics with Bayesian techniques?_
We motivate a connection between Bayesian evidence and particle physics cross sections, and use this to introduce a new path for particle physics calculations