Exploring the trade-off between performance and annotation complexity in semantic segmentation.

Elizabeth A. Holm

Marta Fernández-Moreno Bo Lei 0004 Elizabeth A. Holm Pablo Mesejo Raúl Moreno Exploring the trade-off between performance and annotation complexity in semantic segmentation. 106299 2023 123 Eng. Appl. Artif. Intell. Part B https://doi.org/10.1016/j.engappai.2023.106299 db/journals/eaai/eaai123.html#Fernandez-Moreno23

Ryan Cohn Elizabeth A. Holm Neural message passing for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution. 2021 abs/2110.09326 CoRR https://arxiv.org/abs/2110.09326 db/journals/corr/corr2110.html#abs-2110-09326

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. 2020 abs/2005.14260 CoRR https://arxiv.org/abs/2005.14260 db/journals/corr/corr2005.html#abs-2005-14260

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. 2020 abs/2006.13886 CoRR https://arxiv.org/abs/2006.13886 db/journals/corr/corr2006.html#abs-2006-13886

Ryan Cohn Elizabeth A. Holm Unsupervised machine learning via transfer learning and k-means clustering to classify materials image data. 2020 abs/2007.08361 CoRR https://arxiv.org/abs/2007.08361 db/journals/corr/corr2007.html#abs-2007-08361

Ankita Mangal Elizabeth A. Holm A comparative study of feature selection methods for stress hotspot classification in materials. 2018 abs/1804.09604 CoRR http://arxiv.org/abs/1804.09604 db/journals/corr/corr1804.html#abs-1804-09604

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. 2018 abs/1805.08693 CoRR http://arxiv.org/abs/1805.08693 db/journals/corr/corr1805.html#abs-1805-08693

Julia Ling Maxwell Hutchinson Erin Antono Brian DeCost Elizabeth A. Holm Bryce Meredig Building Data-driven Models with Microstructural Images: Generalization and Interpretability. 2017 abs/1711.00404 CoRR http://arxiv.org/abs/1711.00404 db/journals/corr/corr1711.html#abs-1711-00404

David Basanta Mark A. Miodownik Peter J. Bentley Elizabeth A. Holm Evolving and Growing Microstructures of Materials using Biologically Inspired CA. 275-282 2004 conf/eh/2004 Evolvable Hardware https://doi.org/10.1109/EH.2004.1310841 https://doi.ieeecomputersociety.org/10.1109/EH.2004.1310841 https://www.wikidata.org/entity/Q58636851 db/conf/eh/eh2004.html#BasantaMBH04 David Basanta Peter J. Bentley Mark A. Miodownik Elizabeth A. Holm Evolving Cellular Automata to Grow Microstructures. 1-10 2003 conf/eurogp/2003 EuroGP https://doi.org/10.1007/3-540-36599-0_1 db/conf/eurogp/eurogp2003.html#BasantaBMH03 Harry W. Abernathy Erin Antono David Basanta Peter J. Bentley Ryan Cohn Brian DeCostBrian L. DeCost William K. Epting Marta Fernández-Moreno Toby Francis Nan Gao Gregory A. Hackett Tim Hsu Maxwell Hutchinson Hokon Kim Andrew R. Kitahara Bo Lei Bo Lei 0004 Julia Ling Ankita Mangal Thomas P. Matson Bryce Meredig Pablo Mesejo Mark A. Miodownik Raúl Moreno Anthony D. Rollett Paul A. Salvador Srujana Rao Yarasi