The use of maximum entropy and Bayesian techniques in nuclear microprobe applications

V. M. Prozesky; J. Padayachee; R. Fischer; W. Von der Linden; V. Dose; C. G. Ryan

doi:10.1016/S0168-583X(97)00217-6

The use of maximum entropy and Bayesian techniques in nuclear microprobe applications

V. M. Prozesky, J. Padayachee, R. Fischer, W. Von der Linden, V. Dose, C. G. Ryan

Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

Abstract

This paper presents an overview of the Bayesian Formalism (BF) and Maximum Entropy (ME), as well as applications of the theory to various ion-beam and nuclear microprobe (NMP) related work. The Bayesian formalism is an efficient and theoretically sound technique of information recovery, with special applications in ill-posed inverse problems, such as detector function deconvolution. Results are presented showing the promise of Bayesian Statistics and Maximum Entropy in PIXE spectrum deconvolution, deconvolution of the beam profile from one-dimensional scans and the recovery of depth profiles in RBS.

Originalsprache	englisch
Seiten (von - bis)	113-117
Seitenumfang	5
Fachzeitschrift	Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms
Jahrgang	130
Ausgabenummer	1–4
DOIs	https://doi.org/10.1016/S0168-583X(97)00217-6
Publikationsstatus	Veröffentlicht - 1 Juli 1997
Extern publiziert	Ja

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10.1016/S0168-583X(97)00217-6

https://www.sciencedirect.com/science/article/pii/S0168583X97002176

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The use of maximum entropy and Bayesian techniques in nuclear microprobe applications. / Prozesky, V. M.; Padayachee, J.; Fischer, R. et al.
in: Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms , Jahrgang 130, Nr. 1–4, 01.07.1997, S. 113-117.

Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

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AU - Dose, V.

AU - Ryan, C. G.

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The use of maximum entropy and Bayesian techniques in nuclear microprobe applications

Abstract

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