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Physics-based method for generating probability table using random-matrix approach

K. Fujio, T. Kawano, A. E. Lovell, D. Neudecker, N. A. W. Walton

TL;DR

This work presents a GOE-S-matrix based method to generate probability tables for neutron-induced cross sections in the unresolved resonance region, addressing the unitarity and interference shortcomings of traditional approaches. By constructing the scattering matrix from a GOE Hamiltonian and channel couplings, the method yields cross sections and NJOY-like probability tables without assuming fixed resonance distributions. Convergence analyses show that using a modest level count and a central energy range provides results close to evaluated data, with RMSPE decreasing as the ladder count increases and reaching about 1% at high ladder counts. The approach offers a physically grounded, unitarity-preserving alternative to SLBW for URR data, with implications for uncertainty quantification and reactor physics calculations.

Abstract

We develop a new method for generating probability tables based on a solid theoretical foundation. The fluctuating cross sections are calculated using the GOE-$S$-matrix model, in which the Gaussian Orthogonal Ensemble (GOE) is incorporated into the calculation of the scattering ($S$) matrix. The calculated cross sections are then converted into the probability tables in the same manner as in NJOY. Using $^{238}$U and $^{239}$Pu as target nuclei, we determine the optimal model parameters based on the convergence behavior of the average cross sections. The statistical uncertainty of the probability tables is examined as a function of the number of ladders. We demonstrate that the probability tables calculated at 0 K are qualitatively comparable with those calculated using the conventional single-level Breit-Wigner formalism, albeit we observe some local differences due to requisite unitality for the $S$ matrix.

Physics-based method for generating probability table using random-matrix approach

TL;DR

This work presents a GOE-S-matrix based method to generate probability tables for neutron-induced cross sections in the unresolved resonance region, addressing the unitarity and interference shortcomings of traditional approaches. By constructing the scattering matrix from a GOE Hamiltonian and channel couplings, the method yields cross sections and NJOY-like probability tables without assuming fixed resonance distributions. Convergence analyses show that using a modest level count and a central energy range provides results close to evaluated data, with RMSPE decreasing as the ladder count increases and reaching about 1% at high ladder counts. The approach offers a physically grounded, unitarity-preserving alternative to SLBW for URR data, with implications for uncertainty quantification and reactor physics calculations.

Abstract

We develop a new method for generating probability tables based on a solid theoretical foundation. The fluctuating cross sections are calculated using the GOE--matrix model, in which the Gaussian Orthogonal Ensemble (GOE) is incorporated into the calculation of the scattering () matrix. The calculated cross sections are then converted into the probability tables in the same manner as in NJOY. Using U and Pu as target nuclei, we determine the optimal model parameters based on the convergence behavior of the average cross sections. The statistical uncertainty of the probability tables is examined as a function of the number of ladders. We demonstrate that the probability tables calculated at 0 K are qualitatively comparable with those calculated using the conventional single-level Breit-Wigner formalism, albeit we observe some local differences due to requisite unitality for the matrix.
Paper Structure (10 sections, 15 equations, 9 figures, 2 tables)

This paper contains 10 sections, 15 equations, 9 figures, 2 tables.

Figures (9)

  • Figure 1: Schematic illustration of the cross section (left) and the probability table generated from the corresponding cross section (right)
  • Figure 2: The eigenvalue distribution of 0.1 million realizations of a $10\times10$ GOE.
  • Figure 3: Average total (top) and capture (bottom) cross sections for $^{238}$U as a function of $L$.
  • Figure 4: Average total (top), capture (middle), and fission (bottom) cross sections for $^{239}$Pu as a function of $L$.
  • Figure 5: The probability (top) and cumulative probability (bottom) as functions of the average cross sections for $^{238}$U at an incident neutron energy of 20 keV. The results for elastic scattering are scaled by a factor of 10 along the $x$-axis.
  • ...and 4 more figures