Estimation of thermal neutron absorption cross-section from K, U and Th concentrations for Miocene rocks from the Carpathian Piedmont in Poland using artificial neural networks

Jerzy Loskiewicz; Jan Swakon; Krystyna Kulczykowska

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Estimation of thermal neutron absorption cross-section from K, U and Th concentrations for Miocene rocks from the Carpathian Piedmont in Poland using artificial neural networks

机译：利用人工神经网络从波兰喀尔巴阡山麓中新世岩石的K，U和Th浓度估算热中子吸收截面

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The radiometric K, U and Th concentrations and neutron absorption cross-section Σ_(a) of rock samples obtained from coring are analysed. The cores are from wellbores located in the Sucha-Jordanow region (Carpathian Mountains) and from gas producing Miocene formations in the Carpathian foothills. Correlation coefficients between the neutron absorption cross-section (Σ_(a)) and K, U and Th concentrations are presented. Neural network representation of the function Σ_(a)=f(K, U, Th) obtained for a region can later be used for Σ_(a) estimation from spectrometric probe results in uncored wells.

机译：分析了取自岩心的岩石样品的放射性K，U和Th浓度以及中子吸收截面Σ_（a）。岩心来自位于Sucha-Jordanow地区（喀尔巴阡山脉）的井筒，以及喀尔巴阡山脉山麓的产气中新世地层。给出了中子吸收截面（Σ_（a））与K，U和Th浓度之间的相关系数。对于一个区域获得的函数Σ_（a）= f（K，U，Th）的神经网络表示可稍后用于从无核井中的光谱探针结果进行Σ_（a）估计。

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《Applied radiation and isotopes: including data, instrumentation and methods for use in agriculture, industry and medicine》 |2000年第6期|共7页
作者
Jerzy Loskiewicz; Jan Swakon; Krystyna Kulczykowska;
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正文语种 eng
中图分类原子核物理学、高能物理学;放射医学;
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1. Estimation of thermal neutron absorption cross-section from K, U and Th concentrations for Miocene rocks from the Carpathian Piedmont in Poland using artificial neural networks [J] . Jerzy Loskiewicz, Jan Swakon, Krystyna Kulczykowska Applied radiation and isotopes: including data, instrumentation and methods for use in agriculture, industry and medicine . 2000,第6期

机译：利用人工神经网络从波兰喀尔巴阡山麓中新世岩石的K，U和Th浓度估算热中子吸收截面
2. Thermal neutron absorption cross section and clay mineral content for Miocene Carpathian samples [J] . Urszula Woznicka Applied radiation and isotopes: including data, instrumentation and methods for use in agriculture, industry and medicine . 2000,第6期

机译：中新世喀尔巴阡样品的热中子吸收截面和粘土矿物含量
3. THE USE OF NEURAL NETWORKS AND STATISTICAL METHODS FOR ESTIMATION OF THE RADIOGENIC HEAT VALUES IN THE MESO-PALEOZOIC ROCKS FROM THE TARNOW-DĘBICA AREA OF THE CARPATHIAN FOREDEEP [J] . Irena Gasior Nafta- Gaz . 2013,第5期

机译：神经网络和统计方法在喀尔巴阡山前缘塔尔诺-迪比卡地区中古生代岩石中的放射性热值估算中的应用
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8. Estimation of thermal neutron cross sections from K, U, Th concentrations for rock samples using neural network algorithms [R] . Loskiewicz, J. , Swakon, J. 1992

机译：利用神经网络算法估算岩样中K，U，Th浓度的热中子截面

Estimation of thermal neutron absorption cross-section from K, U and Th concentrations for Miocene rocks from the Carpathian Piedmont in Poland using artificial neural networks

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