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Bibliographic Details
Main Authors: Ferko, Christian, Halverson, James, Mutchler, Aaron
Format: Preprint
Published: 2026
Subjects:
Online Access:https://arxiv.org/abs/2601.14453
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Table of Contents:
  • We prove that any quantum field theory, or more generally any probability distribution over tempered distributions in $\mathbb{R}^d$, admits a neural network description with a countable infinity of parameters. As an example, we realize the $2d$ Liouville theory as a neural network and numerically compute the three-point function of vertex operators, finding agreement with the DOZZ formula.