Radiation Physics and Chemistry, ( ISI ), Volume (232), Year (2025-7) , Pages (112666-112673)

Title : ( ANN-driven unfolding of epithermal neutron spectra in variable-geometry beam-shaping assemblies )

Authors: S. Bedenko , S. Polozkov , G. Vlaskin , Nima Ghal-Eh , F. Rahmani , D. Veretennikov , somayeh bagherzadeh atashchi ,

Citation: BibTeX | EndNote

Abstract

To study the risks associated with neutron fields from various sources, direct measurements using advanced detection technologies are essential. This study explores the Thermal Neutron Imaging System (TENIS) for characterizing the energy spectrum of an (α, n) neutron beam generated in the collimated channel of the Prizm-AN facility utilizing an IBN-10 source. We present the performance characteristics of the neutron beam, the permissible operational duration near the installation, a comprehensive map of thermal neutron flux parameters, and the results of spectrum unfolding achieved using artificial neural networks (ANNs). Our analysis confirms that TENIS can effectively measure the energy spectrum of slowed-down (α, n) neutrons produced under horizontal collimation. Additionally, we highlight the similarities between 2,3H fusion and (α, n) reactions, integrating the Prizm-AN complex with TENIS as a powerful tool for the real-time monitoring and control of plasma parameters within the paired plasma source neutrons (PSN) and variable-geometry beam-shaping assembly (vBSA) system.

Keywords

, Fast (α, n) neutron beams; 2, 3H fusion and (α, n) reactions; Variable-geometry beam-shaping assembly; Unfolding of the neutron spectrum; Artificial neural networks;
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@article{paperid:1102218,
author = {بدنکو and پلوزکو and ولاسکین and Ghal-Eh, Nima and ف. رحمانی and د. وردتنیکو and Bagherzadeh Atashchi, Somayeh},
title = {ANN-driven unfolding of epithermal neutron spectra in variable-geometry beam-shaping assemblies},
journal = {Radiation Physics and Chemistry},
year = {2025},
volume = {232},
month = {July},
issn = {0969-806X},
pages = {112666--112673},
numpages = {7},
keywords = {Fast (α; n) neutron beams; 2;3H fusion and (α; n) reactions; Variable-geometry beam-shaping assembly; Unfolding of the neutron spectrum; Artificial neural networks;},
}

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%0 Journal Article
%T ANN-driven unfolding of epithermal neutron spectra in variable-geometry beam-shaping assemblies
%A بدنکو
%A پلوزکو
%A ولاسکین
%A Ghal-Eh, Nima
%A ف. رحمانی
%A د. وردتنیکو
%A Bagherzadeh Atashchi, Somayeh
%J Radiation Physics and Chemistry
%@ 0969-806X
%D 2025

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