Experimental demonstration of coupled multi-peak Bragg coherent diffraction imaging with genetic algorithms

Wilkin, Matthew J.; Maddali, Siddharth; Hruszkewycz, Stephan O.; Pateras, Anastasios; Sandberg, Richard L.; Harder, Ross; Cha, Wonsuk; Suter, Robert M.; Rollett, Anthony D.

doi:10.1103/physrevb.103.214103

Title: Experimental demonstration of coupled multi-peak Bragg coherent diffraction imaging with genetic algorithms

Journal Article · Tue Jun 01 00:00:00 EDT 2021 · Physical Review B

DOI:https://doi.org/10.1103/physrevb.103.214103· OSTI ID:1807904

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Carnegie Mellon Univ., Pittsburgh, PA (United States)
Argonne National Lab. (ANL), Argonne, IL (United States)
Brigham Young Univ., Provo, UT (United States)

Bragg coherent diffraction imaging has the potential to provide significant insight into the structure-properties relationship for crystalline materials by imaging, with nanoscale resolution, three-dimensional strain fields within individual grains and nanoparticles. The capability of present-day synchrotrons to locate and measure a multiplicity of Bragg reflections from a single grain makes it possible to recover the full strain tensor with nanometer resolution. Recent methods for coupling reconstructions from several peaks to determine the strain tensor have been developed and applied to synthetic data, but have not been applied to experimental data. Here, using a coupled genetic reconstruction algorithm, we reconstruct an experimental data set and demonstrate improvements in the ability to resolve vector-valued displacement fields internal to the particle as compared to what is achieved with a noncoupled approach. The coupled approach developed in this work was also validated on simulated data sets. In both simulated and experimental data, reconstructions from our coupled Bragg peak algorithm show improvements over the noncoupled independent reconstruction method of 5% in terms of accuracy and 53% in terms of consistency.

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Research Organization:: Argonne National Lab. (ANL), Argonne, IL (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Basic Energy Sciences (BES). Materials Sciences & Engineering Division

Grant/Contract Number:: AC02-06CH11357

OSTI ID:: 1807904

Journal Information:: Physical Review B, Vol. 103, Issue 21; ISSN 2469-9950

Publisher:: American Physical Society (APS)Copyright Statement

Country of Publication:: United States

Language:: English

References (32)

Concurrent phase retrieval for imaging strain in nanocrystals Newton, Marcus C. Physical Review B, Vol. 102, Issue 1 https://doi.org/10.1103/PhysRevB.102.014104	journal	July 2020
Importance of outliers: A three-dimensional study of coarsening in $α$ -phase iron Shen, Yu-Feng; Maddali, S.; Menasche, D. Physical Review Materials, Vol. 3, Issue 6 https://doi.org/10.1103/PhysRevMaterials.3.063611	journal	June 2019
Three-dimensional grain growth in pure iron. Part I. statistics on the grain level Zhang, Jin; Zhang, Yubin; Ludwig, Wolfgang Acta Materialia, Vol. 156 https://doi.org/10.1016/j.actamat.2018.06.021	journal	September 2018
Three-dimensional imaging of dislocation dynamics during the hydriding phase transformation Ulvestad, A.; Welland, M. J.; Cha, W. Nature Materials, Vol. 16, Issue 5 https://doi.org/10.1038/nmat4842	journal	January 2017
Coherent X-ray diffraction imaging of strain at the nanoscale Robinson, Ian; Harder, Ross Nature Materials, Vol. 8, Issue 4 https://doi.org/10.1038/nmat2400	journal	April 2009
High-Throughput 3D Ensemble Characterization of Individual Core–Shell Nanoparticles with X-ray Free Electron Laser Single-Particle Imaging Cho, Do Hyung; Shen, Zhou; Ihm, Yungok ACS Nano, Vol. 15, Issue 3 https://doi.org/10.1021/acsnano.0c07961	journal	January 2021
Three-dimensional X-ray diffraction imaging of dislocations in polycrystalline metals under tensile loading Cherukara, Mathew J.; Pokharel, Reeju; O’Leary, Timothy S. Nature Communications, Vol. 9, Issue 1 https://doi.org/10.1038/s41467-018-06166-5	journal	September 2018
The Problem with Determining Atomic Structure at the Nanoscale Billinge, S. J. L.; Levin, I. Science, Vol. 316, Issue 5824 https://doi.org/10.1126/science.1135080	journal	April 2007
Polychromatic X-ray microdiffraction studies of mesoscale structure and dynamics Ice, G. E.; Larson, B. C.; Yang, W. Journal of Synchrotron Radiation, Vol. 12, Issue 2 https://doi.org/10.1107/S0909049504026949	journal	February 2005
Bragg coherent diffractive imaging of single-grain defect dynamics in polycrystalline films Yau, Allison; Cha, Wonsuk; Kanan, Matthew W. Science, Vol. 356, Issue 6339 https://doi.org/10.1126/science.aam6168	journal	May 2017
Energy of slip transmission and nucleation at grain boundaries Sangid, Michael D.; Ezaz, Tawhid; Sehitoglu, Huseyin Acta Materialia, Vol. 59, Issue 1 https://doi.org/10.1016/j.actamat.2010.09.032	journal	January 2011
3D reconstruction and characterization of polycrystalline microstructures using a FIB–SEM system Groeber, M. A.; Haley, B. K.; Uchic, M. D. Materials Characterization, Vol. 57, Issue 4-5 https://doi.org/10.1016/j.matchar.2006.01.019	journal	December 2006
High-resolution three-dimensional partially coherent diffraction imaging Clark, J. N.; Huang, X.; Harder, R. Nature Communications, Vol. 3, Issue 1 https://doi.org/10.1038/ncomms1994	journal	January 2012
Coherent diffraction imaging of nanoscale strain evolution in a single crystal under high pressure Yang, Wenge; Huang, Xiaojing; Harder, Ross Nature Communications, Vol. 4, Issue 1 https://doi.org/10.1038/ncomms2661	journal	April 2013
Phase retrieval algorithms: a comparison Fienup, J. R. Applied Optics, Vol. 21, Issue 15 https://doi.org/10.1364/AO.21.002758	journal	January 1982
Understanding the twin-image problem in phase retrieval Guizar-Sicairos, Manuel; Fienup, James R. Journal of the Optical Society of America A, Vol. 29, Issue 11 https://doi.org/10.1364/JOSAA.29.002367	journal	January 2012
Anisotropic nano-scale resolution in 3D Bragg coherent diffraction imaging Cherukara, Mathew J.; Cha, Wonsuk; Harder, Ross J. Applied Physics Letters, Vol. 113, Issue 20 https://doi.org/10.1063/1.5055235	journal	November 2018
Bragg coherent diffraction imaging by simultaneous reconstruction of multiple diffraction peaks Gao, Yuan; Huang, Xiaojing; Yan, Hanfei Physical Review B, Vol. 103, Issue 1 https://doi.org/10.1103/PhysRevB.103.014102	journal	January 2021
Application of optimization technique to noncrystalline x-ray diffraction microscopy: Guided hybrid input-output method Chen, Chien-Chun; Miao, Jianwei; Wang, C. W. Physical Review B, Vol. 76, Issue 6 https://doi.org/10.1103/PhysRevB.76.064113	journal	August 2007
Analysis of strain and stacking faults in single nanowires using Bragg coherent diffraction imaging Favre-Nicolin, V.; Mastropietro, F.; Eymery, J. New Journal of Physics, Vol. 12, Issue 3 https://doi.org/10.1088/1367-2630/12/3/035013	journal	March 2010
Micro-beam Laue alignment of multi-reflection Bragg coherent diffraction imaging measurements Hofmann, Felix; Phillips, Nicholas W.; Harder, Ross J. Journal of Synchrotron Radiation, Vol. 24, Issue 5 https://doi.org/10.1107/S1600577517009183	journal	August 2017
Coherent X-Ray Diffraction Imaging Miao, Jianwei; Sandberg, Richard L.; Song, Changyong IEEE Journal of Selected Topics in Quantum Electronics, Vol. 18, Issue 1 https://doi.org/10.1109/JSTQE.2011.2157306	journal	January 2012
Simulation of metal additive manufacturing microstructures using kinetic Monte Carlo Rodgers, Theron M.; Madison, Jonathan D.; Tikare, Veena Computational Materials Science, Vol. 135 https://doi.org/10.1016/j.commatsci.2017.03.053	journal	July 2017
Combining Laue diffraction with Bragg coherent diffraction imaging at 34-ID-C Pateras, Anastasios; Harder, Ross; Cha, Wonsuk Journal of Synchrotron Radiation, Vol. 27, Issue 5 https://doi.org/10.1107/S1600577520009844	journal	August 2020
General approaches for shear-correcting coordinate transformations in Bragg coherent diffraction imaging. Part I Maddali, S.; Li, P.; Pateras, A. Journal of Applied Crystallography, Vol. 53, Issue 2 https://doi.org/10.1107/S1600576720001363	journal	March 2020
Grain boundaries and interfaces in slip transfer Bieler, T. R.; Eisenlohr, P.; Zhang, C. Current Opinion in Solid State and Materials Science, Vol. 18, Issue 4 https://doi.org/10.1016/j.cossms.2014.05.003	journal	August 2014
Reconstruction of an object from the modulus of its Fourier transform Fienup, J. R. Optics Letters, Vol. 3, Issue 1, p. 27-29 https://doi.org/10.1364/OL.3.000027	journal	January 1978
Invited Article: A unified evaluation of iterative projection algorithms for phase retrieval Marchesini, S. Review of Scientific Instruments, Vol. 78, Issue 1 https://doi.org/10.1063/1.2403783	journal	January 2007
The effect of grain boundary character distribution on the high temperature deformation behavior of Ni–16Cr–9Fe alloys Alexandreanu, Bogdan; Sencer, Bulent H.; Thaveeprungsriporn, Visit Acta Materialia, Vol. 51, Issue 13 https://doi.org/10.1016/S1359-6454(03)00207-6	journal	August 2003
Three-dimensional imaging of dislocation propagation during crystal growth and dissolution Clark, Jesse N.; Ihli, Johannes; Schenk, Anna S. Nature Materials, Vol. 14, Issue 8 https://doi.org/10.1038/nmat4320	journal	June 2015
Experimental examination of displacement and strain fields in an edge dislocation core Zhao, C. W.; Xing, Y. M.; Zhou, C. E. Acta Materialia, Vol. 56, Issue 11 https://doi.org/10.1016/j.actamat.2008.01.045	journal	June 2008
X-ray image reconstruction from a diffraction pattern alone Marchesini, S.; He, H.; Chapman, H. N. Physical Review B, Vol. 68, Issue 14 https://doi.org/10.1103/PhysRevB.68.140101	journal	October 2003

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