Limit theorems for the neutron transport equation
Eric Dumonteil, Emma Horton, Andreas E. Kyprianou, Andrea Zola

TL;DR
This paper establishes rigorous moment results for neutron populations in transport equations, introduces a benchmark for Monte Carlo code verification, and advances understanding of importance sampling in reactor physics.
Contribution
It provides new theoretical results on neutron population moments and introduces a benchmark configuration for Monte Carlo method validation.
Findings
Derived exact solutions for neutron population moments.
Established rigorous moment bounds for asymptotic neutron populations.
Proposed a benchmark for Monte Carlo code verification.
Abstract
Over the last decade, ingenuous developments in Monte Carlo methods have enabled the unbiased estimation of adjoint-weighted reactor parameters expressed as bilinear forms, such as kinetics parameters and sensitivity coefficients. A prominent example is the Iterated Fission Probability method, which relies on the simulation of the fission chains descending from an ancestor neutron: the neutron population at an asymptotic fission generation yields an estimate of the importance function (and hence of the adjoint fundamental eigenmode) at the phase-space coordinates of the ancestor neutron. In this paper we first establish rigorous results concerning the moments of the asymptotic neutron population stemming from a single initial particle, with special focus on the average and the variance. Then, we propose a simple benchmark configuration where exact solutions are derived for these…
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.
Taxonomy
TopicsNuclear reactor physics and engineering
