A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis

Pradalier, Cédric; Juan, Pierre-Alexandre; McCabe, Rodney J.; Capolungo, Laurent

doi:10.1007/s40192-018-0106-y

Title: A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis

Abstract

Abstract The present article introduces a new software, Microstructure Evaluation Tool for Interface Statistics (METIS), that performs high-throughput microstructure statistical analysis from electron backscatter diffraction maps. Emphasis is placed on the detection of twin domains in hexagonal close-packed metals. The numerical framework on which METIS is built leverages graph theory, group structures, and associated numerical algorithms to automatically detect twins and unravel both their intrinsic characteristics features and those pertaining to their interactions. The proposed graphical interface allows for the detection and correction of unlikely twin/parent associations rendering the approach applicable to highly deformed microstructures. Twin statistics and microstructural data are classified and saved in a relational database that can be interrogated via either GUI or SQL requests to reveal a wide spectrum of features of the microstructure. Illustration of the approach is performed in the case of zirconium.

Authors:: Pradalier, Cédric; Juan, Pierre-Alexandre; McCabe, Rodney J.; Capolungo, Laurent

Publication Date:: Mon Feb 26 00:00:00 EST 2018

Research Org.:: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

Sponsoring Org.:: USDOE; USDOE Office of Science (SC). Basic Energy Sciences (BES) (SC-22)

OSTI Identifier:: 1780344

Alternate Identifier(s):: OSTI ID: 1460637

Report Number(s):: LA-UR-17-20048
Journal ID: ISSN 2193-9764; PII: 106

Grant/Contract Number:: AC52-06NA25396

Resource Type:: Published Article

Journal Name:: Integrating Materials and Manufacturing Innovation

Additional Journal Information:: Journal Name: Integrating Materials and Manufacturing Innovation Journal Volume: 7 Journal Issue: 1; Journal ID: ISSN 2193-9764

Publisher:: Springer Science + Business Media

Country of Publication:: Germany

Language:: English

Subject:: 36 MATERIALS SCIENCE; EBSD

Citation Formats


                    Pradalier, Cédric, Juan, Pierre-Alexandre, McCabe, Rodney J., and Capolungo, Laurent. A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis.  Germany: N. p., 2018. 
Web.  doi:10.1007/s40192-018-0106-y.

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                    Pradalier, Cédric, Juan, Pierre-Alexandre, McCabe, Rodney J., & Capolungo, Laurent. A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis.  Germany.  https://doi.org/10.1007/s40192-018-0106-y

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                    Pradalier, Cédric, Juan, Pierre-Alexandre, McCabe, Rodney J., and Capolungo, Laurent. Mon .  
"A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis".  Germany.  https://doi.org/10.1007/s40192-018-0106-y.

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@article{osti_1780344,

  title        = {A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis},

  author       = {Pradalier, Cédric and Juan, Pierre-Alexandre and McCabe, Rodney J. and Capolungo, Laurent},

  abstractNote = {Abstract The present article introduces a new software, Microstructure Evaluation Tool for Interface Statistics (METIS), that performs high-throughput microstructure statistical analysis from electron backscatter diffraction maps. Emphasis is placed on the detection of twin domains in hexagonal close-packed metals. The numerical framework on which METIS is built leverages graph theory, group structures, and associated numerical algorithms to automatically detect twins and unravel both their intrinsic characteristics features and those pertaining to their interactions. The proposed graphical interface allows for the detection and correction of unlikely twin/parent associations rendering the approach applicable to highly deformed microstructures. Twin statistics and microstructural data are classified and saved in a relational database that can be interrogated via either GUI or SQL requests to reveal a wide spectrum of features of the microstructure. Illustration of the approach is performed in the case of zirconium.},

  doi          = {10.1007/s40192-018-0106-y},

  journal      = {Integrating Materials and Manufacturing Innovation},

  number       = 1,

  volume       = 7,

  place        = {Germany},

  year         = {Mon Feb 26 00:00:00 EST 2018},

  month        = {Mon Feb 26 00:00:00 EST 2018}

}

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Title: A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis

Abstract

Citation Formats

Variant selection during secondary twinning in Mg–3%Al journal, June 2010

Quantitative analysis of deformation twinning in zirconium journal, March 2009

Advances in deformation twin characterization using electron backscattered diffraction data journal, March 2002

Automated Twin Identification Technique for Use with Electron Backscatter Diffraction journal, September 2005

(1¯012) Twinning nucleation mechanisms in hexagonal-close-packed crystals journal, October 2009

The crystallography and core structure of twinning dislocations in H.C.P. metals journal, December 1988

Plastic deformation of alpha-uranium; twinning and slip journal, January 1953

An efficient flood-filling algorithm journal, September 1993

Modeling the mechanical response of rolled Zircaloy-2 journal, January 1995

Nucleation of a (1¯012) twin in hexagonal close-packed crystals journal, November 2009

Stochastic modeling of twin nucleation in polycrystals: An application in hexagonal close-packed metals journal, May 2014

Statistical analyses of deformation twinning in magnesium journal, May 2010

Automatic twin statistics from electron backscattered diffraction data: AUTOMATIC TWIN STATISTICS FROM EBSD DATA journal, October 2009

The roles of grain boundary dislocations and disclinations in the nucleation of {102} twinning journal, January 2014

A semiautomated electron backscatter diffraction technique for extracting reliable twin statistics journal, December 2004

Atomic-Scale Comparison Between Twin Growth Mechanisms in Magnesium journal, February 2014

Reorientation and stress relaxation due to twinning: Modeling and experimental characterization for Mg journal, June 2008

A study of the stress state associated with twin nucleation and propagation in anisotropic materials journal, January 1993

Disconnections in simple and complex structures journal, November 2007

Twinning and De-twinning via Glide and Climb of Twinning Dislocations along Serrated Coherent Twin Boundaries in Hexagonal-close-packed Metals journal, February 2013

A crystal plasticity theory for latent hardening by glide twinning through dislocation transmutation and twin accommodation effects journal, April 2010

Evolution of stress in individual grains and twins in a magnesium alloy aggregate journal, July 2009

Role of twinning in the hardening response of zirconium during temperature reloads journal, June 2006

The effect of twin–twin interactions on the nucleation and propagation of twinning in magnesium journal, June 2013

Deformation twinning journal, January 1995

Modeling texture, twinning and hardening evolution during deformation of hexagonal materials journal, April 2007

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods journal, November 2012

Zonal dislocations and twin lamellae in h.c.p. metals journal, July 1969

Accommodation and formation of {112̄1} twins in Co single crystals journal, August 1980

Slip, twinning, and fracture in hexagonal close-packed metals journal, March 1981

Class segmentation and object localization with superpixel neighborhoods conference, September 2009

Nonbasal deformation modes of HCP metals and alloys: Role of dislocation source and mobility journal, March 2002

Disconnections and other defects associated with twin interfaces journal, October 2016

A model for texture development dominated by deformation twinning: Application to zirconium alloys journal, November 1991

The crystallography and deformation modes of hexagonal close-packed metals journal, January 1967

XXXVIII. Twin formation, in cadmium journal, April 1952

Steps, dislocations and disconnections as interface defects relating to structure and phase transformations journal, December 1996

A double inclusion homogenization scheme for polycrystals with hierarchal topologies: application to twinning in Mg alloys journal, September 2014

Nucleation and growth of twins in Zr: A statistical study journal, December 2009

A self-consistent anisotropic approach for the simulation of plastic deformation and texture development of polycrystals: Application to zirconium alloys journal, September 1993

A statistical analysis of the influence of microstructure and twin–twin junctions on twin nucleation and twin growth in Zr journal, August 2015

The crystallography of deformation twinning in alpha-uranium journal, July 1965

Study of lattice strains in magnesium alloy AZ31 based on a large strain elastic-viscoplastic self-consistent polycrystal model journal, August 2012

Dislocation Dissociations in hcp Metals journal, April 1970

Effects of texture, temperature and strain on the deformation modes of zirconium journal, August 2006

Variant selection during secondary twinning in Mg–3%Al
journal, June 2010

Quantitative analysis of deformation twinning in zirconium
journal, March 2009

Advances in deformation twin characterization using electron backscattered diffraction data
journal, March 2002

Automated Twin Identification Technique for Use with Electron Backscatter Diffraction
journal, September 2005

(1¯012) Twinning nucleation mechanisms in hexagonal-close-packed crystals
journal, October 2009

The crystallography and core structure of twinning dislocations in H.C.P. metals
journal, December 1988

Plastic deformation of alpha-uranium; twinning and slip
journal, January 1953

An efficient flood-filling algorithm
journal, September 1993

Modeling the mechanical response of rolled Zircaloy-2
journal, January 1995

Nucleation of a (1¯012) twin in hexagonal close-packed crystals
journal, November 2009

Stochastic modeling of twin nucleation in polycrystals: An application in hexagonal close-packed metals
journal, May 2014

Statistical analyses of deformation twinning in magnesium
journal, May 2010

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The roles of grain boundary dislocations and disclinations in the nucleation of {102} twinning
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A semiautomated electron backscatter diffraction technique for extracting reliable twin statistics
journal, December 2004

Atomic-Scale Comparison Between Twin Growth Mechanisms in Magnesium
journal, February 2014

Reorientation and stress relaxation due to twinning: Modeling and experimental characterization for Mg
journal, June 2008

A study of the stress state associated with twin nucleation and propagation in anisotropic materials
journal, January 1993

Disconnections in simple and complex structures
journal, November 2007

Twinning and De-twinning via Glide and Climb of Twinning Dislocations along Serrated Coherent Twin Boundaries in Hexagonal-close-packed Metals
journal, February 2013

A crystal plasticity theory for latent hardening by glide twinning through dislocation transmutation and twin accommodation effects
journal, April 2010

Evolution of stress in individual grains and twins in a magnesium alloy aggregate
journal, July 2009

Role of twinning in the hardening response of zirconium during temperature reloads
journal, June 2006

The effect of twin–twin interactions on the nucleation and propagation of twinning in magnesium
journal, June 2013

Deformation twinning
journal, January 1995

Modeling texture, twinning and hardening evolution during deformation of hexagonal materials
journal, April 2007

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods
journal, November 2012

Zonal dislocations and twin lamellae in h.c.p. metals
journal, July 1969

Accommodation and formation of {112̄1} twins in Co single crystals
journal, August 1980

Slip, twinning, and fracture in hexagonal close-packed metals
journal, March 1981

Class segmentation and object localization with superpixel neighborhoods
conference, September 2009

Nonbasal deformation modes of HCP metals and alloys: Role of dislocation source and mobility
journal, March 2002

Disconnections and other defects associated with twin interfaces
journal, October 2016

A model for texture development dominated by deformation twinning: Application to zirconium alloys
journal, November 1991

The crystallography and deformation modes of hexagonal close-packed metals
journal, January 1967

XXXVIII. Twin formation, in cadmium
journal, April 1952

Steps, dislocations and disconnections as interface defects relating to structure and phase transformations
journal, December 1996

A double inclusion homogenization scheme for polycrystals with hierarchal topologies: application to twinning in Mg alloys
journal, September 2014

Nucleation and growth of twins in Zr: A statistical study
journal, December 2009

A self-consistent anisotropic approach for the simulation of plastic deformation and texture development of polycrystals: Application to zirconium alloys
journal, September 1993

A statistical analysis of the influence of microstructure and twin–twin junctions on twin nucleation and twin growth in Zr
journal, August 2015

The crystallography of deformation twinning in alpha-uranium
journal, July 1965

Study of lattice strains in magnesium alloy AZ31 based on a large strain elastic-viscoplastic self-consistent polycrystal model
journal, August 2012

Dislocation Dissociations in hcp Metals
journal, April 1970

Effects of texture, temperature and strain on the deformation modes of zirconium
journal, August 2006