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Title: Data-Driven Correlation Analysis Between Observed 3D Fatigue-Crack Path and Computed Fields from High-Fidelity, Crystal-Plasticity, Finite-Element Simulations

Authors:
; ; ORCiD logo
Publication Date:
Research Org.:
Argonne National Lab. (ANL), Argonne, IL (United States). Advanced Photon Source (APS)
Sponsoring Org.:
U.S. AIR FORCE- OFFICE OF SCIENTIFIC RESEARCH
OSTI Identifier:
1459980
Resource Type:
Journal Article
Journal Name:
JOM. Journal of the Minerals, Metals & Materials Society
Additional Journal Information:
Journal Volume: 70; Journal Issue: 7; Journal ID: ISSN 1047-4838
Publisher:
Springer
Country of Publication:
United States
Language:
ENGLISH

Citation Formats

Pierson, Kyle D., Hochhalter, Jacob D., and Spear, Ashley D. Data-Driven Correlation Analysis Between Observed 3D Fatigue-Crack Path and Computed Fields from High-Fidelity, Crystal-Plasticity, Finite-Element Simulations. United States: N. p., 2018. Web. doi:10.1007/s11837-018-2884-2.
Pierson, Kyle D., Hochhalter, Jacob D., & Spear, Ashley D. Data-Driven Correlation Analysis Between Observed 3D Fatigue-Crack Path and Computed Fields from High-Fidelity, Crystal-Plasticity, Finite-Element Simulations. United States. doi:10.1007/s11837-018-2884-2.
Pierson, Kyle D., Hochhalter, Jacob D., and Spear, Ashley D. Thu . "Data-Driven Correlation Analysis Between Observed 3D Fatigue-Crack Path and Computed Fields from High-Fidelity, Crystal-Plasticity, Finite-Element Simulations". United States. doi:10.1007/s11837-018-2884-2.
@article{osti_1459980,
title = {Data-Driven Correlation Analysis Between Observed 3D Fatigue-Crack Path and Computed Fields from High-Fidelity, Crystal-Plasticity, Finite-Element Simulations},
author = {Pierson, Kyle D. and Hochhalter, Jacob D. and Spear, Ashley D.},
abstractNote = {},
doi = {10.1007/s11837-018-2884-2},
journal = {JOM. Journal of the Minerals, Metals & Materials Society},
issn = {1047-4838},
number = 7,
volume = 70,
place = {United States},
year = {2018},
month = {5}
}

Works referenced in this record:

Microstructure based fatigue life predictions for thick plate 7050-T7451 airframe alloys
journal, June 1997

  • Przystupa, Marek A.; Bucci, Robert J.; Magnusen, Paul E.
  • International Journal of Fatigue, Vol. 19, Issue 93
  • DOI: 10.1016/S0142-1123(97)00026-1

Short fatigue crack behaviour and analytical models: A review
journal, November 1997


Crystal Plasticity Model Validation Using Combined High-Energy Diffraction Microscopy Data for a Ti-7Al Specimen
journal, November 2016

  • Turner, Todd J.; Shade, Paul A.; Bernier, Joel V.
  • Metallurgical and Materials Transactions A, Vol. 48, Issue 2
  • DOI: 10.1007/s11661-016-3868-x

Microstructure-sensitive computational modeling of fatigue crack formation
journal, September 2010


Microstructural mechanisms of cyclic deformation, fatigue crack initiation and early crack growth
journal, March 2015

  • Mughrabi, Haël
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 373, Issue 2038
  • DOI: 10.1098/rsta.2014.0132

Micromechanical modeling of short fatigue cracks
journal, August 2014

  • Christ, H. -J.; Fritzen, C. -P.; Köster, P.
  • Current Opinion in Solid State and Materials Science, Vol. 18, Issue 4
  • DOI: 10.1016/j.cossms.2014.05.001

Mechanistically based probability modelling, life prediction and reliability assessment
journal, December 2004

  • Wei, Robert P.; Harlow, D. Gary
  • Modelling and Simulation in Materials Science and Engineering, Vol. 13, Issue 1
  • DOI: 10.1088/0965-0393/13/1/R02

Recent developments in assessing microstructure-sensitive early stage fatigue of polycrystals
journal, August 2014

  • Castelluccio, Gustavo M.; Musinski, William D.; McDowell, David L.
  • Current Opinion in Solid State and Materials Science, Vol. 18, Issue 4
  • DOI: 10.1016/j.cossms.2014.03.001

A method to generate conformal finite-element meshes from 3D measurements of microstructurally small fatigue-crack propagation: 3D Meshes of Microstructurally Small Crack Growth
journal, April 2016

  • Spear, A. D.; Hochhalter, J. D.; Cerrone, A. R.
  • Fatigue & Fracture of Engineering Materials & Structures, Vol. 39, Issue 6
  • DOI: 10.1111/ffe.12449

Finite element formulation for modelling large deformations in elasto-viscoplastic polycrystals
journal, July 2004

  • Matouš, Karel; Maniatty, Antoinette M.
  • International Journal for Numerical Methods in Engineering, Vol. 60, Issue 14
  • DOI: 10.1002/nme.1045

Fatigue life prediction from inclusion initiated cracks
journal, April 1998


Cumulative fatigue damage and life prediction theories: a survey of the state of the art for homogeneous materials
journal, January 1998


Micromechanical and macromechanical effects in grain scale polycrystal plasticity experimentation and simulation
journal, October 2001


A geometric approach to modeling microstructurally small fatigue crack formation: I. Probabilistic simulation of constituent particle cracking in AA 7075-T651
journal, August 2008

  • Bozek, J. E.; Hochhalter, J. D.; Veilleux, M. G.
  • Modelling and Simulation in Materials Science and Engineering, Vol. 16, Issue 6
  • DOI: 10.1088/0965-0393/16/6/065007

Probability modeling and material microstructure applied to corrosion and fatigue of aluminum and steel alloys
journal, March 2009


Microstructure-sensitive small fatigue crack growth assessment: Effect of strain ratio, multiaxial strain state, and geometric discontinuities
journal, January 2016


The physics of fatigue crack initiation
journal, December 2013


Assessing reliability of fatigue indicator parameters for small crack growth via a probabilistic framework
journal, May 2017

  • Rovinelli, Andrea; Guilhem, Yoann; Proudhon, Henry
  • Modelling and Simulation in Materials Science and Engineering, Vol. 25, Issue 4
  • DOI: 10.1088/1361-651X/aa6c45

Effects of defects, inclusions and inhomogeneities on fatigue strength
journal, April 1994


A geometric approach to modeling microstructurally small fatigue crack formation: III. Development of a semi-empirical model for nucleation
journal, March 2011

  • Hochhalter, J. D.; Littlewood, D. J.; Veilleux, M. G.
  • Modelling and Simulation in Materials Science and Engineering, Vol. 19, Issue 3
  • DOI: 10.1088/0965-0393/19/3/035008