Large-loop log-Gamma distribution conjecture for phi-four periods

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For each loop order LL, consider the period Feynman integrals of ϕ4\phi^4 theory and sample them with probability inversely proportional to the symmetry factor of their associated Feynman graph. A probability distribution is said to weakly converge if its integrals against bounded continuous test functions converge. Large-loop log-Gamma distribution conjecture. As L→∞L\rightarrow\infty, the distribution of these period Feynman integrals weakly converges to a log⁡\log-Γ\Gamma distribution. The observed convergence is based on finite-loop numerical data, particularly at 17 loops; the limiting parameters are fitted at each loop order, and their asymptotic laws remain to be determined.

References

Primary source

Michael Borinsky and Andrea Favorito, “Feynman integrals at large loop order and the -Γ distribution”, arXiv:2503.07803 (2025).

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