Elizabeth A. Holm

Recent advances and applications of deep learning methods in materials science

Kamal Choudhary, Brian DeCost, Chi Chen et al. · npj Computational Materials · 2022 · 1.1K citations · Full text

Natural Sciences, Computer Science, Materials Science +15

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

David L. Olmsted, Stephen M. Foiles, Elizabeth A. Holm · Acta Materialia · 2009 · 743 citations

Natural Sciences, Materials Engineering, Materials Science +16

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

David L. Olmsted, Elizabeth A. Holm, Stephen M. Foiles · Acta Materialia · 2009 · 382 citations

Natural Sciences, Materials Engineering, Materials Science +16

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 · Integrating materials and manufacturing innovation · 2018 · 345 citations · Full text

Engineering, Materials Engineering, Materials Science +7

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

Brian DeCost, Elizabeth A. Holm · Computational Materials Science · 2015 · 312 citations · Full text

Computing, Computer Science, Materials Science +17