New polynomially exact integration rules on U(N) and SU(N)
Andreas Ammon, Tobias Hartung, Karl Jansen, Hernan Le\"ovey, Julia, Volmer

TL;DR
This paper introduces new polynomially exact integration rules for U(N) and SU(N) groups, enabling precise calculations in lattice QFT where traditional Monte Carlo methods fail due to oscillatory integrands.
Contribution
The paper develops a novel class of integration rules based on polynomially exact rules on spheres, improving computational accuracy in challenging lattice QFT integrals.
Findings
New integration rules are effective for oscillatory integrals.
Monte Carlo methods fail in certain lattice QFT scenarios.
Exact results are obtained with arbitrary precision using the new rules.
Abstract
In lattice Quantum Field Theory, we are often presented with integrals over polynomials of coefficients of matrices in U(N) or SU(N) with respect to the Haar measure. In some physical situations, e.g., in presence of a chemical potential, these integrals are numerically very difficult since their integrands are highly oscillatory which manifests itself in form of the sign problem. In these cases, Monte Carlo methods often fail to be adequate, rendering such computations practically impossible. We propose a new class of integration rules on U(N) and SU(N) which are derived from polynomially exact rules on spheres. We will examine these quadrature rules and their efficiency at the example of a 0+1 dimensional QCD for a non-zero quark mass and chemical potential. In particular, we will demonstrate the failure of Monte Carlo methods in such applications and that we can obtain polynomially…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
