ELEMENTAL RESPONSES FOR NEURAL-NETWORK ANALYSIS OF PIXE SPECTRA-Reference-Cited by-同舟云学术

ELEMENTAL RESPONSES FOR NEURAL-NETWORK ANALYSIS OF PIXE SPECTRA

Published:1995-01 Issue:02n03 Volume:05 Page:175-179
ISSN:0129-0835
Container-title:International Journal of PIXE
language:en
Short-container-title:Int. J. PIXE

Author:

IWASAKI S.¹,FUKUDA H.¹,YOSHIZAKI K.¹,MUROZONO K.¹,ISHII K.¹,KITAMURA M.¹,SERA K.²,FUTATUGAWA S.³

Affiliation:

1. Department of Nuclear Engineering, Tohoku University, Sendai 980–77, Japan

2. Cyclotron Research Center, Iwate Medical University, Takizawa 020–01, Japan

3. Nishina Memorial Cyclotron Center, Japan Radioisotope Association, Takizawa 020–01, Japan

Abstract

A semi-empirical approach of elemental response functions for linear associated neural network analysis is proposed. The proposed method is a combined one of both the pure experimental and model based ones: spectra of standard single elemental samples of selected elements are measured, and model parameters related to the analyzing system are deduced: elemental responses are calculated by a suitable peak shape model and corrected with respect to the efficiency: channel-wise response data are generated using the Monte-Carlo simulation: finally, the response data are adjusted to the corresponding experimental data for some multi-elemental standard samples. This method is tested except for the last adjustment process.

Publisher

World Scientific Pub Co Pte Lt

Link

https://www.worldscientific.com/doi/pdf/10.1142/S0129083595000216

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