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2020 – today
- 2023
[j1]Marta Fernández-Moreno, Bo Lei
, Elizabeth A. Holm, Pablo Mesejo, Raúl Moreno:
Exploring the trade-off between performance and annotation complexity in semantic segmentation. Eng. Appl. Artif. Intell. 123(Part B): 106299 (2023)- 2021
- [i7]Ryan Cohn, Elizabeth A. Holm:
Neural message passing for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution. CoRR abs/2110.09326 (2021) - 2020
- [i6]Elizabeth A. Holm, Ryan Cohn, Nan Gao, Andrew R. Kitahara, Thomas P. Matson, Bo Lei, Srujana Rao Yarasi:
Overview: Computer vision and machine learning for microstructural characterization and analysis. CoRR abs/2005.14260 (2020) - [i5]Tim Hsu, William K. Epting, Hokon Kim, Harry W. Abernathy, Gregory A. Hackett, Anthony D. Rollett, Paul A. Salvador, Elizabeth A. Holm:
Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials. CoRR abs/2006.13886 (2020) - [i4]Ryan Cohn, Elizabeth A. Holm:
Unsupervised machine learning via transfer learning and k-means clustering to classify materials image data. CoRR abs/2007.08361 (2020)
2010 – 2019
- 2018
- [i3]Ankita Mangal, Elizabeth A. Holm:
A comparative study of feature selection methods for stress hotspot classification in materials. CoRR abs/1804.09604 (2018) - [i2]Brian L. DeCost, Toby Francis, Elizabeth A. Holm:
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steel. CoRR abs/1805.08693 (2018) - 2017
- [i1]Julia Ling, Maxwell Hutchinson, Erin Antono, Brian DeCost, Elizabeth A. Holm, Bryce Meredig:
Building Data-driven Models with Microstructural Images: Generalization and Interpretability. CoRR abs/1711.00404 (2017)
2000 – 2009
- 2004
- [c2]David Basanta, Mark A. Miodownik, Peter J. Bentley, Elizabeth A. Holm:
Evolving and Growing Microstructures of Materials using Biologically Inspired CA. Evolvable Hardware 2004: 275-282 - 2003
- [c1]David Basanta, Peter J. Bentley, Mark A. Miodownik, Elizabeth A. Holm:
Evolving Cellular Automata to Grow Microstructures. EuroGP 2003: 1-10
Coauthor Index
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