Elizabeth A. Holm

Orcid: 0000-0003-3064-5769

According to our database1, Elizabeth A. Holm authored at least 10 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Exploring the trade-off between performance and annotation complexity in semantic segmentation.
Eng. Appl. Artif. Intell., 2023

2021
Neural message passing for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution.
CoRR, 2021

2020
Unsupervised machine learning via transfer learning and k-means clustering to classify materials image data.
CoRR, 2020

Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials.
CoRR, 2020

Overview: Computer vision and machine learning for microstructural characterization and analysis.
CoRR, 2020

2018
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steel.
CoRR, 2018

A comparative study of feature selection methods for stress hotspot classification in materials.
CoRR, 2018

2017
Building Data-driven Models with Microstructural Images: Generalization and Interpretability.
CoRR, 2017

2004
Evolving and Growing Microstructures of Materials using Biologically Inspired CA.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

2003
Evolving Cellular Automata to Grow Microstructures.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003


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