English

Physics-informed operator flows and observables

High Energy Physics - Theory 2026-04-13 v2

Abstract

We discuss physics-informed renormalisation group flows (PIRGs) for general operators. We show that operator PIRGs provide a comprehensive access to all correlation functions of the quantum field theory under investigation. The operator PIRGs can be seen as a completion of the PIRG-approach, whose qualitative computational simplification and structural insights are now fully accessible for general applications. The potential of this setup is assessed within a simple analytic example of the zero-dimensional ϕ4\phi^4-theory for which the generating functions of the fundamental field are computed within a vertex expansion, using the one- to ten-point functions.

Keywords

Cite

@article{arxiv.2507.13011,
  title  = {Physics-informed operator flows and observables},
  author = {Friederike Ihssen and Jan M. Pawlowski},
  journal= {arXiv preprint arXiv:2507.13011},
  year   = {2026}
}

Comments

21 pages, 14 figures Published version

R2 v1 2026-07-01T04:05:52.869Z