Understanding atom probe's analytical performance for iron oxides using correlation histograms and ab initio calculations

Fuente: arXiv
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Auteurs principaux: Kim, Se-Ho, Bhatt, Shalini, Schreiber, Daniel K., Neugebauer, Jörg, Freysoldt, Christoph, Gault, Baptiste, Katnagallu, Shyam
Format: Preprint
Publié: 2024
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author Kim, Se-Ho
Bhatt, Shalini
Schreiber, Daniel K.
Neugebauer, Jörg
Freysoldt, Christoph
Gault, Baptiste
Katnagallu, Shyam
author_facet Kim, Se-Ho
Bhatt, Shalini
Schreiber, Daniel K.
Neugebauer, Jörg
Freysoldt, Christoph
Gault, Baptiste
Katnagallu, Shyam
contents Field evaporation from ionic or covalently bonded materials often leads to the emission of molecular ions. The metastability of these molecular ions, particularly under the influence of the intense electrostatic field (1010 Vm-1), makes them prone to dissociation with or without an exchange of energy amongst them. These processes can affect the analytical performance of atom probe tomography (APT). For instance, neutral species formed through dissociation may not be detected at all or with a time of flight no longer related to their mass, causing their loss from the analysis. Here, we evaluated the changes in the measured composition of FeO, Fe2O3 and Fe3O4 across a wide range of analysis conditions. Possible dissociation reactions are predicted by density-functional theory (DFT) calculations considering the spin states of the molecules. The energetically favoured reactions are traced on to the multi-hit ion correlation histograms, to confirm their existence within experiments, using an automated Python-based routine. The detected reactions are carefully analysed to reflect upon the influence of these neutrals from dissociation reactions on the performance of APT for analysing iron oxides.
format Preprint
id arxiv_https___arxiv_org_abs_2401_12784
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Understanding atom probe's analytical performance for iron oxides using correlation histograms and ab initio calculations
Kim, Se-Ho
Bhatt, Shalini
Schreiber, Daniel K.
Neugebauer, Jörg
Freysoldt, Christoph
Gault, Baptiste
Katnagallu, Shyam
Materials Science
Data Analysis, Statistics and Probability
Field evaporation from ionic or covalently bonded materials often leads to the emission of molecular ions. The metastability of these molecular ions, particularly under the influence of the intense electrostatic field (1010 Vm-1), makes them prone to dissociation with or without an exchange of energy amongst them. These processes can affect the analytical performance of atom probe tomography (APT). For instance, neutral species formed through dissociation may not be detected at all or with a time of flight no longer related to their mass, causing their loss from the analysis. Here, we evaluated the changes in the measured composition of FeO, Fe2O3 and Fe3O4 across a wide range of analysis conditions. Possible dissociation reactions are predicted by density-functional theory (DFT) calculations considering the spin states of the molecules. The energetically favoured reactions are traced on to the multi-hit ion correlation histograms, to confirm their existence within experiments, using an automated Python-based routine. The detected reactions are carefully analysed to reflect upon the influence of these neutrals from dissociation reactions on the performance of APT for analysing iron oxides.
title Understanding atom probe's analytical performance for iron oxides using correlation histograms and ab initio calculations
topic Materials Science
Data Analysis, Statistics and Probability
url https://arxiv.org/abs/2401.12784