Literature DB >> 30773167

Building a Library of Simulated Atom Probe Data for Different Crystal Structures and Tip Orientations Using TAPSim.

Markus Kühbach1, Andrew Breen1, Michael Herbig1, Baptiste Gault1.   

Abstract

The process of building an open source library of simulated field desorption maps for differently oriented synthetic tips of the face-centered cubic, body-centered cubic, and hexagonal-close-packed crystal structures using the open source software TAPSim is reported. Specifically, the field evaporation of a total set of 4 × 101 single-crystalline tips was simulated. Their lattices were oriented randomly to sample economically the fundamental zone of crystal orientations. Such data are intended to facilitate the interpretation of low-density zone lines and poles that are observed on detector hit maps during Atom Probe Tomography (APT) experiments. The datasets and corresponding tools have been made publicly available to the APT community in an effort to provide better access to simulated atom probe datasets. In addition, a computational performance analysis was conducted, from which recommendations are made as to which key tasks should be optimized in the future to improve the parallel efficiency of TAPSim.

Entities:  

Keywords:  Atom Probe Tomography; TAPSim; atom probe crystallography; data mining; machine learning

Year:  2019        PMID: 30773167     DOI: 10.1017/S1431927618016252

Source DB:  PubMed          Journal:  Microsc Microanal        ISSN: 1431-9276            Impact factor:   4.127


  1 in total

1.  3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning methods.

Authors:  Ye Wei; Zirong Peng; Markus Kühbach; Andrew Breen; Marc Legros; Melvyn Larranaga; Frederic Mompiou; Baptiste Gault
Journal:  PLoS One       Date:  2019-11-18       Impact factor: 3.240

  1 in total

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