Elizabeth A. Holm

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 8

Top Topics

Computer Vision And Machine Learning

Weakly Supervised

Monte Carlo Simulation

Top Venues

Eng. Appl. Artif. Intell.

Publications

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) (2023)
Ryan Cohn, Elizabeth A. Holm
Neural message passing for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution. CoRR (2021)
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 (2020)
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 (2020)
Ryan Cohn, Elizabeth A. Holm
Unsupervised machine learning via transfer learning and k-means clustering to classify materials image data. CoRR (2020)
Ankita Mangal, Elizabeth A. Holm
A comparative study of feature selection methods for stress hotspot classification in materials. CoRR (2018)
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 (2018)
Julia Ling, Maxwell Hutchinson, Erin Antono, Brian DeCost, Elizabeth A. Holm, Bryce Meredig
Building Data-driven Models with Microstructural Images: Generalization and Interpretability. CoRR (2017)
David Basanta, Mark A. Miodownik, Peter J. Bentley, Elizabeth A. Holm
Evolving and Growing Microstructures of Materials using Biologically Inspired CA. Evolvable Hardware (2004)
David Basanta, Peter J. Bentley, Mark A. Miodownik, Elizabeth A. Holm
Evolving Cellular Automata to Grow Microstructures. EuroGP (2003)