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Michael Groeber

  • Associate Professor, Mechanical & Aerospace Engr
  • Associate Professor, Integrated Systems Engineering
  • 141 Baker Systems
    1971 Neil Ave
    Columbus, OH 43210

Journal Articles

2020

  • Donegan, S.P.; Schwalbach, E.J.; Groeber, M.A., 2020, "Zoning additive manufacturing process histories using unsupervised machine learning." Materials Characterization 161,

2019

  • Donegan, S.P.; Kumar, N.; Groeber, M.A., 2019, "Associating local microstructure with predicted thermally-induced stress hotspots using convolutional neural networks." Materials Characterization 158,
  • Schwalbach, E.J.; Donegan, S.P.; Chapman, M.G.; Chaput, K.J. et al., 2019, "A discrete source model of powder bed fusion additive manufacturing thermal history." Additive Manufacturing 25, 485-498 - 485-498.

2018

  • Godaliyadda, G.M.D.P.; Ye, D.H.; Uchic, M.D.; Groeber, M.A. et al., 2018, "A Framework for Dynamic Image Sampling Based on Supervised Learning." IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING 4, no. 1, 1-16 - 1-16.
  • Groeber, M.; Schwalbach, E.; Musinski, W.; Shade, P. et al., 2018, "A Preview of the US Air Force Research Laboratory Additive Manufacturing Modeling Challenge Series." JOM 70, no. 4, 441-444 - 441-444.

2017

  • Diehl, M.; Groeber, M.; Haase, C.; Molodov, D.A. et al., 2017, "Identifying Structure–Property Relationships Through DREAM.3D Representative Volume Elements and DAMASK Crystal Plasticity Simulations: An Integrated Computational Materials Engineering Approach." JOM 69, no. 5, 848-855 - 848-855.

2016

  • Callahan, P.G.; Groeber, M.; De Graef, M., 2016, "Towards a quantitative comparison between experimental and synthetic grain structures." Acta Materialia 111, 242-252 - 242-252.
  • Sandgren, H.R.; Zhai, Y.; Lados, D.A.; Shade, P.A. et al., 2016, "Characterization of fatigue crack growth behavior in LENS fabricated Ti-6Al-4V using high-energy synchrotron x-ray microtomography." Additive Manufacturing 12, 132-141 - 132-141.

2015

  • Rowenhorst, D.; Rollett, A.D.; Rohrer, G.S.; Groeber, M. et al., 2015, "Consistent representations of and conversions between 3D rotations." Modelling and Simulation in Materials Science and Engineering 23, no. 8,

2014

  • Groeber, M.A.; Jackson, M.A., 2014, "DREAM.3D: A Digital Representation Environment for the Analysis of Microstructure in 3D." Integrating Materials and Manufacturing Innovation 3, no. 1, 56-72 - 56-72.
  • Jackson, M.A.; Groeber, M.A.; Uchic, M.D.; Rowenhorst, D.J. et al., 2014, "h5ebsd: an archival data format for electron back-scatter diffraction data sets." Integrating Materials and Manufacturing Innovation 3, no. 1, 44-55 - 44-55.
  • Choi, Y.S.; Groeber, M.A.; Shade, P.A.; Turner, T.J. et al., 2014, "Crystal Plasticity Finite Element Method Simulations for a Polycrystalline Ni Micro-Specimen Deformed in Tension." Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science 45, no. 13, 6352-6359 - 6352-6359.
  • Tiley, J.S.; Shiveley, A.R.; Pilchak, A.L.; Shade, P.A. et al., 2014, "3D reconstruction of prior β grains in friction stir-processed Ti-6Al-4V." Journal of Microscopy 255, no. 2, 71-77 - 71-77.
  • Loughnane, G.; Groeber, M.; Uchic, M.; Shah, M. et al., 2014, "Modeling the effect of voxel resolution on the accuracy of phantom grain ensemble statistics." Materials Characterization 90, 136-150 - 136-150.

2013

  • Donegan, S.P.; Tucker, J.C.; Rollett, A.D.; Barmak, K. et al., 2013, "Extreme value analysis of tail departure from log-normality in experimental and simulated grain size distributions." Acta Materialia 61, no. 15, 5595-5604 - 5595-5604.
  • Szczepanski, C.J.; Shade, P.A.; Groeber, M.A.; Larsen, J.M. et al., 2013, "Development of a microscale fatigue testing technique." Advanced Materials and Processes 171, no. 6, 18-21 - 18-21.
  • Turner, T.J.; Shade, P.A.; Schuren, J.C.; Groeber, M.A., 2013, "The influence of microstructure on surface strain distributions in a nickel micro-tension specimen." Modelling and Simulation in Materials Science and Engineering 21, no. 1,
  • Shade, P.A.; Groeber, M.A.; Schuren, J.C.; Uchic, M.D., 2013, "Experimental measurement of surface strains and local lattice rotations combined with 3D microstructure reconstruction from deformed polycrystalline ensembles at the micro-scale." Integrating Materials and Manufacturing Innovation 2, no. 1, 100-113 - 100-113.

2012

  • Thomas, J.; Groeber, M.; Ghosh, S., 2012, "Image-based crystal plasticity FE framework for microstructure dependent properties of Ti-6Al-4V alloys." Materials Science and Engineering A 553, 164-175 - 164-175.
  • Shade, P.A.; Groeber, M.A.; Wheeler, R.; Uchic, M.D., 2012, "Correlative characterization of the local deformation response and gage volume microstructure of pure Ni micro-samples via in-situ SEM testing and 3D EBSD." Microscopy and Microanalysis 18, 720-721 - 720-721.
  • Tucker, J.C.; Chan, L.H.; Rohrer, G.S.; Groeber, M.A. et al., 2012, "Comparison of grain size distributions in a Ni-based superalloy in three and two dimensions using the Saltykov method." Scripta Materialia 66, no. 8, 554-557 - 554-557.
  • Choi, Y.S.; Groeber, M.A.; Turner, T.J.; Dimiduk, D.M. et al., 2012, "A crystal-plasticity FEM study on effects of simplified grain representation and mesh types on mesoscopic plasticity heterogeneities." Materials Science and Engineering A 553, 37-44 - 37-44.
  • Uchic, M.; Shah, M.; Groeber, M.; Callahan, P. et al., 2012, "Development and application of a novel characterization system to quantify grain structures of nickel superalloys in 3D." Microscopy and Microanalysis 18, 518-519 - 518-519.

2011

  • Uchic, M.D.; Groeber, M.A.; Rollett, A.D., 2011, "Automated serial sectioning methods for rapid collection of 3-D microstructure data." JOM 63, no. 3, 25-29 - 25-29.

2010

  • Rohrer, G.S.; Li, J.; Lee, S.; Rollett, A.D. et al., 2010, "Deriving grain boundary character distributions and relative grain boundary energies from three-dimensional EBSD data." Materials Science and Technology 26, no. 6, 661-669 - 661-669.
  • Rollett, A.D.; Lebensohn, R.A.; Groeber, M.; Choi, Y. et al., 2010, "Stress hot spots in viscoplastic deformation of polycrystals." Modelling and Simulation in Materials Science and Engineering 18, no. 7,
  • Tschopp, M.A.; Groeber, M.A.; Fahringer, R.; Simmons, J.P. et al., 2010, "Symmetry-based automated extraction of microstructural features: Application to dendritic cores in single-crystal Ni-based superalloys." Scripta Materialia 62, no. 6, 357-360 - 357-360.
  • Tschopp, M.A.; Groeber, M.A.; Simmons, J.P.; Rosenberger, A.H. et al., 2010, "Automated extraction of symmetric microstructure features in serial sectioning images." Materials Characterization 61, no. 12, 1406-1417 - 1406-1417.
  • Tschopp, M.A.; Groeber, M.A.; Fahringer, R.; Simmons, J.P. et al., 2010, "Automated detection and characterization of microstructural features: Application to eutectic particles in single crystal Ni-based superalloys." Modelling and Simulation in Materials Science and Engineering 18, no. 2,

2009

  • Kirane, K.; Ghosh, S.; Groeber, M.; Bhattacharjee, A., 2009, "Grain level dwell fatigue crack nucleation model for Ti alloys using crystal plasticity finite element analysis." Journal of Engineering Materials and Technology, Transactions of the ASME 131, no. 2, 0210031-02100314 - 0210031-02100314.

2008

  • Groeber, M.; Ghosh, S.; Uchic, M.D.; Dimiduk, D.M., 2008, "A framework for automated analysis and simulation of 3D polycrystalline microstructures. Part 1: Statistical characterization." Acta Materialia 56, no. 6, 1257-1273 - 1257-1273.
  • Ghosh, S.; Bhandari, Y.; Groeber, M., 2008, "CAD-based reconstruction of 3D polycrystalline alloy microstructures from FIB generated serial sections." CAD Computer Aided Design 40, no. 3, 293-310 - 293-310.
  • Groeber, M.; Ghosh, S.; Uchic, M.D.; Dimiduk, D.M., 2008, "A framework for automated analysis and simulation of 3D polycrystalline microstructures. Part 2: Synthetic structure generation." Acta Materialia 56, no. 6, 1274-1287 - 1274-1287.

2007

  • Groeber, M.; Ghosh, S.; Uchie, M.D.; Dimiduk, D.M., 2007, "Developing a robust 3-D characterization-representation framework for modeling polycrystalline materials." JOM 59, no. 9, 32-36 - 32-36.
  • Bhandari, Y.; Sarkar, S.; Groeber, M.; Uchic, M.D. et al., 2007, "3D polycrystalline microstructure reconstruction from FIB generated serial sections for FE analysis." Computational Materials Science 41, no. 2, 222-235 - 222-235.

2006

  • Uchic, M.D.; Groeber, M.A.; Dimiduk, D.M.; Simmons, J.P., 2006, "3D microstructural characterization of nickel superalloys via serial-sectioning using a dual beam FIB-SEM." Scripta Materialia 55, no. 1 SPEC. ISS., 23-28 - 23-28.
  • Groeber, M.A.; Haley, B.K.; Uchic, M.D.; Dimiduk, D.M. et al., 2006, "3D reconstruction and characterization of polycrystalline microstructures using a FIB-SEM system." Materials Characterization 57, no. 4-5, 259-273 - 259-273.

2005

  • Groeber, M.; Bhandari, Y.; Uchic, M.D.; Dimiduk, D.M. et al., 2005, "Quantitative characterization of grain structure and orientation using electron back-scattered diffraction patterns collected by serial sectioning." Microscopy and Microanalysis 11, 1626-1627 - 1626-1627.

2004

  • Xie, C.L.; Ghosh, S.; Groeber, M., 2004, "Modeling cyclic deformation of HSLA steels using crystal plasticity." Journal of Engineering Materials and Technology, Transactions of the ASME 126, no. 4, 339-352 - 339-352.

Papers in Proceedings

2018

  • Balke, T.; Majee, S.; Buzzard, G.T.; Poveromo, S. et al. "Separable models for cone-beam MBIR reconstruction." (1 2018).

2017

  • Groeber, M.A.; Schwalbach, E.; Donegan, S.; Chaput, K. et al. "Application of characterization, modelling, and analytics towards understanding process-structure linkages in metallic 3D printing." (8 2017).

2016

  • Godaliyadda, G.M.D.; Ye, D.H.; Uchic, M.D.; Groeber, M.A. et al. "A supervised learning approach for dynamic sampling." (1 2016).
  • Miller, J.; Schwalbach, E.; Groeber, M. "Quality assurance methods for additive manufacturing processes: Motivation, challenges and opportunities." (1 2016).

2014

  • Pilchak, A.L.; Li, J.; Sha, G.; Groeber, M. et al. "A quantitative assessment of microtexture in titanium alloys using destructive and nondestructive methods." (1 2014).

2013

  • Tschopp, M.A.; Oppedal, A.L.; Miller, J.D.; Groeber, M.A. et al. "Characterizing primary dendritic microstructures to quantify the processing-structure-property relationship in single crystal nickel-based superalloys." (4 2013).

2012

  • Tucker, J.C.; Chan, L.H.; Rohrer, G.S.; Groeber, M.A. et al. "Tail departure of log-normal grain size distributions in synthetic three-dimensional microstructures." (8 2012).
  • Turner, T.J.; Shade, P.A.; Schuren, J.C.; Groeber, M.A. "Modeling grain boundary interfaces in pure nickel." (12 2012).
  • Turner, T.J.; Shade, P.A.; Schuren, J.; Groeber, M.A. et al. "Two Integrated Experimental and Modeling Approaches to Study Strain Distributions in Nickel and Nickel-Base Superalloy Polycrystals." (10 2012).
  • Turner, T.J.; Shade, P.A.; Schuren, J.; Groeber, M.A. et al. "Two integrated experimental and modeling approaches to study strain distributions in nickel and nickel-base superalloy polycrystals." (12 2012).
  • Loughnane, G.; Groeber, M.; Uchic, M.; Riley, M. et al. "Quantifying the effect of 3D spatial resolution on the accuracy of microstructural distributions." (12 2012).
  • Uchic, M.; Groeber, M.; Shah, M.; Callahan, P. et al. "An automated multi-modal serial sectioning system for characterization of grain-scale microstructures in engineering materials." (12 2012).

2007

  • Groeber, M.A.; Uchic, M.D.; Dimiduk, D.M.; Bhandari, Y. et al. "A framework for automated 3D microstructure analysis & representation." (12 2007).

2006

  • Groeber, M.; Uchic, M.; Dimiduk, D.; Bhandari, Y. et al. "Advances in computational modeling through the use of higher-level microstructure characterization." (12 2006).

2004

  • Uchic, M.D.; Groeber, M.; Wheeler IV, R.; Scheltens, F. et al. "Augmenting the 3D characterization capability of the dual beam FIB-SEM." (9 2004).
  • Groeber, M.; Haley, B.; Uchic, M.; Ghosh, S. "Microstructural characterization using 3-D orientation data collected by an automated FIB-EBSD system." in 8th International Conference on Numerical Methods in Industrial Forming Processes. (1 2004).

2003

  • Xie, C.L.; Groeber, M.; Butler, R.; Ghosh, S. "Computational modeling of hsla steel for tensile and fatigue tests." (1 2003).