252 citations · 559 across the 12 of their papers we have counts for
Showing 2017 · cond-mat.mtrl-sciShow all
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cond-mat.mtrl-sci2017
Applied Machine Learning to Predict Stress Hotspots I: Face Centered Cubic Materials
Ankita Mangal, Elizabeth A. Holm
We investigate the formation of stress hotspots in polycrystalline materials under uniaxial tensile deformation by integrating full field crystal plasticity based deformation model…
cond-mat.mtrl-sci2017★ 2 cited
The structure and motion of incoherent Σ3 grain boundaries in FCC metals
Jonathan Humberson, Elizabeth A. Holm
Synthetic driving force molecular dynamics simulations were utilized to survey grain boundary mobility in three classes of incoherent Σ3 twin boundaries: <112>, <110>, and <111> ti…
cond-mat.mtrl-sci2017
Exploring the microstructure manifold: image texture representations applied to ultrahigh carbon steel microstructures
Brian L. DeCost, Toby Francis, Elizabeth A. Holm
We introduce a microstructure informatics dataset focusing on complex, hierarchical structures found in a single Ultrahigh carbon steel under a range of heat treatments. Applying i…