Elizabeth A. Holm

Overview

Best Publications

• Recent Advances and Applications of Deep Learning Methods in Materials Science

  Kamal Choudhary;Brian DeCost;Chi Chen;Anubhav Jain

  966
  Citations

• Survey of computed grain boundary properties in face-centered cubic metals: I. Grain boundary energy

  David L. Olmsted;Stephen M. Foiles;Elizabeth A. Holm

  754
  Citations

• Survey of computed grain boundary properties in face-centered cubic metals—II: Grain boundary mobility

  Unknown

  373
  Citations

• Perspectives on the Impact of Machine Learning, Deep Learning, and Artificial Intelligence on Materials, Processes, and Structures Engineering

  Dennis M. Dimiduk;Elizabeth A. Holm;Stephen R. Niezgoda

  347
  Citations

• A computer vision approach for automated analysis and classification of microstructural image data

  Brian L. DeCost;Elizabeth A. Holm

  313
  Citations

• Computing the mobility of grain boundaries.

  Koenraad G. F. Janssens;Koenraad G. F. Janssens;David Olmsted;Elizabeth A. Holm;Stephen M. Foiles

  308
  Citations

• How Grain Growth Stops: A Mechanism for Grain-Growth Stagnation in Pure Materials

  Elizabeth A. Holm;Stephen M. Foiles

  303
  Citations

• Grain boundary energies in body-centered cubic metals

  Sutatch Ratanaphan;Sutatch Ratanaphan;David L. Olmsted;Vasily V. Bulatov;Elizabeth A. Holm

  273
  Citations

• On misorientation distribution evolution during anisotropic grain growth

  Elizabeth A. Holm;Gregory N. Hassold;Mark A. Miodownik

  268
  Citations

• On abnormal subgrain growth and the origin of recrystallization nuclei

  E A Holm;Mark Miodownik;A D Rollett

  266
  Citations

• Effects of lattice anisotropy and temperature on domain growth in the two-dimensional Potts model.

  Elizabeth A. Holm;James A. Glazier;David J. Srolovitz;Gary S. Grest

  243
  Citations

• Exploring the microstructure manifold: Image texture representations applied to ultrahigh carbon steel microstructures

  Brian L. DeCost;Toby Francis;Elizabeth A. Holm

  229
  Citations

• Boundary Mobility and Energy Anisotropy Effects on Microstructural Evolution During Grain Growth

  Moneesh Upmanyu;Gregory N. Hassold;Andrei Kazaryan;Elizabeth A. Holm

  190
  Citations

• Comparing grain boundary energies in face-centered cubic metals: Al, Au, Cu and Ni

  Elizabeth A. Holm;David L. Olmsted;Stephen M. Foiles

  180
  Citations

• High Throughput Quantitative Metallography for Complex Microstructures Using Deep Learning: A Case Study in Ultrahigh Carbon Steel.

  Brian L DeCost;Bo Lei;Toby Francis;Elizabeth A Holm

  172
  Citations

• Overview: Computer Vision and Machine Learning for Microstructural Characterization and Analysis

  Elizabeth A. Holm;Ryan Cohn;Nan Gao;Andrew R. Kitahara

  157
  Citations

• Phenomenology of shear-coupled grain boundary motion in symmetric tilt and general grain boundaries

  Eric R. Homer;Eric R. Homer;Stephen M. Foiles;Elizabeth A. Holm;Elizabeth A. Holm;David L. Olmsted

  148
  Citations

• Highly parallel computer simulations of particle pinning: zener vindicated

  Mark A. Miodownik;Elizabeth A. Holm;Gregory N. Hassold

  146
  Citations

• Computer Vision and Machine Learning for Autonomous Characterization of AM Powder Feedstocks

  Brian L. DeCost;Harshvardhan Jain;Anthony D. Rollett;Elizabeth A. Holm

  139
  Citations

• Comparing calculated and measured grain boundary energies in nickel

  Gregory S. Rohrer;Elizabeth A. Holm;Anthony D. Rollett;Stephen M. Foiles

  126
  Citations

• Applied machine learning to predict stress hotspots I: Face centered cubic materials

  Ankita Mangal;Elizabeth A. Holm

  119
  Citations

• On boundary misorientation distribution functions and how to incorporate them into three-dimensional models of microstructural evolution

  M Miodownik;A.W Godfrey;E.A Holm;D.A Hughes

  115
  Citations

• Comparison of phase-field and Potts models for coarsening processes

  V. Tikare;E. A. Holm;D. Fan;Long-qing Chen

  113
  Citations