Machine Learning technique for isotopic determination of radioisotopes using HPGe γ-ray spectra

Author:

Khatiwada AjeetaORCID,Klasky MarcORCID,Lombardi MarcieORCID,Matheny Jason,Mohan Arvind

Publisher

Elsevier BV

Subject

Instrumentation,Nuclear and High Energy Physics

Reference64 articles.

1. Measurements of UF6 cylinders with portable instruments;Walton;Nucl. Technol.,1974

2. MGAU: a New Analysis Code for Measuring U-235 Enrichments in Arbitrary Samples, Lawrence Livermore National Laboratory;Gunnink,1994

3. MGA (Multi-Group Analysis): a gamma-ray spectrum analysis code for determining plutonium isotopic abundances;Gunnink,1990

4. Application analysis of radial basis function neural network algorithm of genetic algorithm for environmental restoration and treatment effect evaluation of decommissioned uranium tailings ponds;Wei;Comput. Intell. Neurosci.,2021

5. Determination of uranium and thorium concentrations in thorium ore sample using artificial neural network and comparison with net area peak method;Peyvandi;Radiochim. Acta,2018

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