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3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning techniques

Name: 3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning techniques
Keywords: Atom probe tomography, Adaboost, Principal component analysis, Grain boundary, TAPSim, Object tracking, Atom probe crystallography

Research datakeyboard_double_arrow_right Dataset 06 Dec 2018Publisher:Zenodo

Authors: Wei, Ye; Peng, Zirong; Kühbach, Markus; Breen, Andrew; Legros, Marc; Larranaga, Melvyn; Mompiou, Frederik; +2 Authors

doi: 10.5281/zenodo.1994509 , 10.5281/zenodo.1994508

3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning techniques

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Abstract

This repository contains supplementary data to the simulations in our paper "3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning techniques" APTTipCarvingExecutable.tar.gz Contains the production state of the tip synthesis tool source code and compilation TAPSimExecutable.tar.gz Contains the production state of the TAPSim simulation tool source code and compilation scripts.zip Contains tiny shell scripts we used to execute the simulations Two production simulations were performed. Both use the same tip bicrystal geometry but different orientations: SimID.31054 is the one we discuss in the paper, it has the experimentally measured orientations SimID.31053 is an exemplary simulation with two different crystal orientations For both SimID results five TAR archives exist: TAPSimDetectorHits* contains the main result, the simulated detector hit positionsBiCarving* TAPSimTrajectories* contains all ion trajectories TAPSimInput* contains supplementary results of the TAPSim field evaporation simulation BiCarving* contains the settings and results of the synthesis, the XML file inside the archive details the orientations Meshgen* contains the results of the meshing process prior to the TAPSim simulation

Related Organizations

Max Planck Society
Germany
French National Centre for Scientific Research
France
Max Planck Institute for Heart and Lung Research
Germany

Keywords

Atom probe tomography, Adaboost, Principal component analysis, Grain boundary, TAPSim, Object tracking, Atom probe crystallography

1 Research products, page 1 of 1

Milling Of Single-Crystalline Tips Supplementary Material
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