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Supplementary Data for the paper "Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders" by E.J. Garboczi and N. Hrabe

Published by National Institute of Standards and Technology | National Institute of Standards and Technology | Catalog Last Checked: August 03, 2026 at 03:50 AM | Dataset Last Updated: June 01, 2020
Supplementary Data for the paper "Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders" by E.J. Garboczi and N. Hrabe. Contains all the data and programs described in this paper to generate the results discussed in the paper. Also contains all the results that are generated by the data and programs, with which the user can compare to check their results.

Resources

67 resources available

  • DOI Access for Supplementary Data for the paper "Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders" by E.J. Garboczi and N. Hrabe

    FILE
    Visit Page

  • particle porosity data output

    ASCI
    Download

  • list of particle porosities

    ASCI
    Download

  • C program to stack reconstructed image files into 3D ASCII microstructure

    C
    Download

  • Fortran 77 file to process and make graph files for 3D particle data

    FORT
    Download

  • Fortran 77 program to compute 2D projections for nonSH particles

    FORT
    Download

  • Fortran 77 program to process 2D projection files

    FORT
    Download

  • Generates 2D projections for SH particles, MPI code

    FORT
    Download

  • Generates 2D projections for nonSH particles

    FORT
    Download

  • Generates list of 100 SH and nonSH particles for L/T cutoff determination

    FORT
    Download

  • MPI Fortran for processing SH anm files

    FORT
    Download

  • Main code to analyze particle microstructures and generate particles

    FORT
    Download

  • FIle to find L/T cutoff for SH and nonSH particles

    EXCE
    Download

  • Tiff image of k=500 slice of 1st particle microstructure

    8
    Download

  • analyzes porosity files

    FORT
    Download

  • compressed auxiliary data output file from operation of pp-Otsu.f

    COMP
    Download

  • input data file for pp-Otsu.f

    ASCI
    Download

  • k=500 slice of 1st particle microstructure after segmentation

    8BIT
    Download

  • list of Gaussian weights and points for N=120

    ASCI
    Download

  • list of porosities for SH particles

    ASCI
    Download

  • list of porosities for nonSH particles

    ASCI
    Download

  • Resource 22

    GZIP
    Download

  • Resource 23

    TXT
    Download

  • Resource 24

    GZIP
    Download

  • Resource 25

    TXT
    Download

  • Resource 26

    GZIP
    Download

  • Resource 27

    TXT
    Download

  • Resource 28

    GZIP
    Download

  • Resource 29

    TXT
    Download

  • Resource 30

    GZIP
    Download

  • Resource 31

    TXT
    Download

  • Resource 32

    GZIP
    Download

  • Resource 33

    TXT
    Download

  • Resource 34

    GZIP
    Download

  • Resource 35

    TXT
    Download

  • Resource 36

    GZIP
    Download

  • Resource 37

    TXT
    Download

  • Resource 38

    GZIP
    Download

  • Resource 39

    TXT
    Download

  • Resource 40

    ZIP
    Download

  • Resource 41

    TXT
    Download

  • Resource 42

    ZIP
    Download

  • Resource 43

    TXT
    Download

  • Resource 44

    ZIP
    Download

  • Resource 45

    TXT
    Download

  • Resource 46

    ZIP
    Download

  • Resource 47

    TXT
    Download

  • SHA256 File for list of porosities for SH particles

    TXT
    Download

  • SHA256 File for particle porosity data output

    TXT
    Download

  • SHA256 File for list of particle porosities

    TXT
    Download

  • SHA256 File for list of porosities for nonSH particles

    TXT
    Download

  • SHA256 File for compressed auxiliary data output file from operation of pp-Otsu.f

    TXT
    Download

  • SHA256 File for input data file for pp-Otsu.f

    TXT
    Download

  • SHA256 File for FIle to find L/T cutoff for SH and nonSH particles

    TXT
    Download

  • SHA256 File for Fortran 77 file to process and make graph files for 3D particle data

    TXT
    Download

  • SHA256 File for Tiff image of k=500 slice of 1st particle microstructure

    TXT
    Download

  • SHA256 File for k=500 slice of 1st particle microstructure after segmentation

    TXT
    Download

  • SHA256 File for Generates list of 100 SH and nonSH particles for L/T cutoff determination

    TXT
    Download

  • Fortran 77 program to process 2D projection files

    TXT
    Download

  • SHA256 File for list of Gaussian weights and points for N=120

    TXT
    Download

  • SHA256 File for Fortran 77 program to compute 2D projections for nonSH particles

    TXT
    Download

  • SHA256 File for MPI Fortran for processing SH anm files

    TXT
    Download

  • SHA256 File for analyzes porosity files

    TXT
    Download

  • SHA256 File for Main code to analyze particle microstructures and generate particles

    TXT
    Download

  • SHA256 File for Generates 2D projections for SH particles, MPI code

    TXT
    Download

  • SHA256 File for Generates 2D projections for nonSH particles

    TXT
    Download

  • SHA256 File for C program to stack reconstructed image files into 3D ASCII microstructure

    TXT
    Download

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Complete Metadata
@type dcat:Dataset
accessLevel public
bureauCode 
[
  "006:55"
]
contactPoint 
{
  "fn": "Edward Garboczi",
  "hasEmail": "mailto:edward.garboczi@nist.gov"
}
description Supplementary Data for the paper "Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders" by E.J. Garboczi and N. Hrabe. Contains all the data and programs described in this paper to generate the results discussed in the paper. Also contains all the results that are generated by the data and programs, with which the user can compare to check their results.
distribution 
[
  {
    "title": "DOI Access for Supplementary Data for the paper "Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders" by E.J. Garboczi and N. Hrabe",
    "accessURL": "https://doi.org/10.18434/M32265"
  },
  {
    "title": "particle porosity data output",
    "format": "ASCII text",
    "mediaType": "text/plain",
    "description": "3D particle porosity data output file, for SnS and NS particles and both combined",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-intern-poros-analysis.txt"
  },
  {
    "title": "list of particle porosities",
    "format": "ascii text, two columns",
    "mediaType": "text/plain",
    "description": "All porosities for SnS and NS particles",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-intern-poros-list.txt"
  },
  {
    "title": "C program to stack reconstructed  image files into 3D ASCII microstructure",
    "format": "C code, ASCII text",
    "mediaType": "application/octet-stream",
    "description": "C program to stack reconstructed  image files into 3D ASCII microstructure. Compile in C.",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/tiff2array.c"
  },
  {
    "title": "Fortran 77 file to process and make graph files for 3D particle data",
    "format": "Fortran 77 program listing, ascii",
    "mediaType": "application/octet-stream",
    "description": "Fortran 77 file to process and make graph files for 3D particle data. Should be compiled in double precision.",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/LWT-dist-single-multiple.f"
  },
  {
    "title": "Fortran 77 program to compute 2D projections for nonSH particles",
    "format": "Fortran 77 program ascii text",
    "mediaType": "application/octet-stream",
    "description": "Fortran 77 program to compute 2D projections for nonSH particles",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/nonSH-lwt-un-scalar.f"
  },
  {
    "title": "Fortran 77 program to process 2D projection files",
    "format": "Fortran 77 program, to be compiled double precision",
    "mediaType": "application/octet-stream",
    "description": "Fortran 77 program to process 2D projection files",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/area-volume-dist.f"
  },
  {
    "title": "Generates 2D projections for SH particles, MPI code",
    "format": "Fortran 90 code, MPI, ASCII text",
    "mediaType": "application/octet-stream",
    "description": "Generates 2D projections for SH particles, MPI code",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/proj-mpi-SH-rot.f"
  },
  {
    "title": "Generates 2D projections for nonSH particles",
    "format": "Fortran 77 code, ASCII",
    "mediaType": "application/octet-stream",
    "description": "Generates 2D projections for nonSH particles",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/proj2D-nonSH-perim-Feret.f"
  },
  {
    "title": "Generates list of 100 SH and nonSH particles for L/T cutoff determination",
    "format": "Fortran 77 code, ASCII",
    "mediaType": "application/octet-stream",
    "description": "Generates list of 100 SH and nonSH particles for L/T cutoff determination. Generates 10 particles per 0.1 increments for L/T (i.e. 1 < L/T < 1.1, 1.1 < L/T <1.2, up to L/T =2).",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/VRML-select-multi-single.f"
  },
  {
    "title": "MPI Fortran for processing SH anm files",
    "format": "Fortran 90 code, ascii",
    "mediaType": "application/octet-stream",
    "description": "MPI Fortran for processing SH anm files",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/part-lwt-listnum-unitvector.f"
  },
  {
    "title": "Main code to analyze particle microstructures and generate particles",
    "format": "Fortran 77 code, ASCII",
    "mediaType": "application/octet-stream",
    "description": "Main code to analyze particle microstructures and generate particles",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/pp-Otsu.f"
  },
  {
    "title": "FIle to find L/T cutoff for SH and nonSH particles",
    "format": "Excel file",
    "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
    "description": "The information in this file is used to determine the L/T cutoff values for SH and for nonSH particles, in order to be able classify all particles into SnS and NS particles.",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM2-LT-cutoff.xlsx"
  },
  {
    "title": "Tiff image of k=500 slice of 1st particle microstructure",
    "format": "8 bit tiff image",
    "mediaType": "image/tiff",
    "description": "Tiff image of k=500 slice of 1st particle microstructure",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/OriA-0500.tiff"
  },
  {
    "title": "analyzes porosity files",
    "format": "Fortran 77 program, ASCII",
    "mediaType": "application/octet-stream",
    "description": "analyzes porosity files, for both SH and nonSH particles",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/porosity-analyze.f"
  },
  {
    "title": "compressed auxiliary data output file from operation of pp-Otsu.f",
    "format": "compressed ascii text file",
    "mediaType": "application/x-zip-compressed",
    "description": "compressed auxiliary data output file from operation of pp-Otsu.f",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-particles-data.zip"
  },
  {
    "title": "input data file for pp-Otsu.f",
    "format": "ascii text",
    "mediaType": "application/octet-stream",
    "description": "input data file for pp-Otsu.f. Contains microstructure file name roots and file size information and information about the run",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-sysconfig.dat"
  },
  {
    "title": "k=500 slice of 1st particle microstructure after segmentation",
    "format": "8bit tiff image",
    "mediaType": "image/tiff",
    "description": "k=500 slice of 1st particle microstructure after segmentation",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/PixA-0500.tiff"
  },
  {
    "title": "list of Gaussian weights and points for N=120",
    "format": "ascii numbers",
    "mediaType": "application/octet-stream",
    "description": "list of Gaussian weights and points for N=120",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/gauss120.dat"
  },
  {
    "title": "list of porosities for SH particles",
    "format": "ascii text",
    "mediaType": "application/octet-stream",
    "description": "list of porosities for SH particles plus other information",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-SH-internal-porosity.dat"
  },
  {
    "title": "list of porosities for nonSH particles",
    "format": "ascii text, columns",
    "mediaType": "application/octet-stream",
    "description": "list of porosities for nonSH particles plus other information",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-nonSH-internal-porosity.dat"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-A.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-A.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-B.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-B.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-C.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-C.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-D.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-D.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-E.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-E.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-F.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-F.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-G.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-G.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-H.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-H.mic.gz.sha256"
  },
  {
    "mediaType": "application/gzip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-I.mic.gz"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/ASTM-AMPM2-I.mic.gz.sha256"
  },
  {
    "mediaType": "application/zip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/VRML-files-for-LT-cutoff-determination.zip"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/VRML-files-for-LT-cutoff-determination.zip.sha256"
  },
  {
    "mediaType": "application/zip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/anm.zip"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/anm.zip.sha256"
  },
  {
    "mediaType": "application/zip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/nonSH.zip"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/nonSH.zip.sha256"
  },
  {
    "mediaType": "application/zip",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/wrl.zip"
  },
  {
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2265/wrl.zip.sha256"
  },
  {
    "title": "SHA256 File for list of porosities for SH particles",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-SH-internal-porosity.dat.sha256"
  },
  {
    "title": "SHA256 File for particle porosity data output",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-intern-poros-analysis.txt.sha256"
  },
  {
    "title": "SHA256 File for list of particle porosities",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-intern-poros-list.txt.sha256"
  },
  {
    "title": "SHA256 File for list of porosities for nonSH particles",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-nonSH-internal-porosity.dat.sha256"
  },
  {
    "title": "SHA256 File for compressed auxiliary data output file from operation of pp-Otsu.f",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-particles-data.zip.sha256"
  },
  {
    "title": "SHA256 File for input data file for pp-Otsu.f",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM-2-sysconfig.dat.sha256"
  },
  {
    "title": "SHA256 File for FIle to find L/T cutoff for SH and nonSH particles",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/ASTM-AMPM2-LT-cutoff.xlsx.sha256"
  },
  {
    "title": "SHA256 File for Fortran 77 file to process and make graph files for 3D particle data",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/LWT-dist-single-multiple.f.sha256"
  },
  {
    "title": "SHA256 File for Tiff image of k=500 slice of 1st particle microstructure",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/OriA-0500.tiff.sha256"
  },
  {
    "title": "SHA256 File for k=500 slice of 1st particle microstructure after segmentation",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/PixA-0500.tiff.sha256"
  },
  {
    "title": "SHA256 File for Generates list of 100 SH and nonSH particles for L/T cutoff determination",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/VRML-select-multi-single.f.sha256"
  },
  {
    "title": "Fortran 77 program to process 2D projection files",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/area-volume-dist.f"
  },
  {
    "title": "SHA256 File for list of Gaussian weights and points for N=120",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/gauss120.dat.sha256"
  },
  {
    "title": "SHA256 File for Fortran 77 program to compute 2D projections for nonSH particles",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/nonSH-lwt-un-scalar.f.sha256"
  },
  {
    "title": "SHA256 File for MPI Fortran for processing SH anm files",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/part-lwt-listnum-unitvector.f.sha256"
  },
  {
    "title": "SHA256 File for analyzes porosity files",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/porosity-analyze.f.sha256"
  },
  {
    "title": "SHA256 File for Main code to analyze particle microstructures and generate particles",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/pp-Otsu.f.sha256"
  },
  {
    "title": "SHA256 File for Generates 2D projections for SH particles, MPI code",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/proj-mpi-SH-rot.f.sha256"
  },
  {
    "title": "SHA256 File for Generates 2D projections for nonSH particles",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/proj2D-nonSH-perim-Feret.f.sha256"
  },
  {
    "title": "SHA256 File for C program to stack reconstructed  image files into 3D ASCII microstructure",
    "mediaType": "text/plain",
    "downloadURL": "https://data.nist.gov/od/ds/mds2-2265/tiff2array.c.sha256"
  }
]
identifier ark:/88434/mds2-2265
issued 2020-10-13
keyword 
[
  "Ti64",
  "X-ray computed tomography. spherical harmonics",
  "additive manufacturing",
  "image analysis",
  "laser powder bed fusion",
  "metal powder",
  "particle shape analysis",
  "powder analysis",
  "powder particles",
  "titanium alloy"
]
landingPage https://data.nist.gov/od/id/mds2-2265
language 
[
  "en"
]
license https://www.nist.gov/open/license
modified 2020-06-01 00:00:00
programCode 
[
  "006:045"
]
publisher 
{
  "name": "National Institute of Standards and Technology",
  "@type": "org:Organization"
}
theme 
[
  "Manufacturing:Additive manufacturing",
  "Materials:Ceramics",
  "Materials:Composites",
  "Materials:Concrete/cement",
  "Materials:Materials characterization",
  "Materials:Metals",
  "Materials:Modeling and computational material science",
  "Mathematics and Statistics:Numerical methods and software"
]
title Supplementary Data for the paper "Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders" by E.J. Garboczi and N. Hrabe

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