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Benchmarking Gamma–ANN Predictive Models Using MCNPX: A Controlled Static Flow Study

delete2026-01-08
delete0
PRE
AI
R
Renato R.W. Affonso
R
Roos S.F. Dam
W
William Luna Salgado
A
Ademir X. da Silva
C
César Marques Salgado
DOI：10.1016/j.radphyschem.2026.113619delete
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摘要

摘要

En 中文
• MCNPX模拟在分层流和环状流中体积分数的均方误差低于1.0%。 • ANN被用于流型分类和体积分数预测。 • ANN在使用不同探测器配置识别流型时达到了100%的准确率。 • 实验波浪流型的结果表明体积分数预测的均方相对误差为4.1%。 • 建立了实验装置以验证理论模型并提高数据可靠性。

期刊

Radiation Physics and Chemistry 封面图
Radiation Physics and Chemistry
IF:
3.3
论文数:
1.9K
被引数:
1.7W

机构

C
coppe pen
学者数:
2
论文数: 1
被引数: 0
U
University of São Paulo
学者数:
3.0K
论文数: 1.1K
被引数: 6
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