Elizabeth A. Holm
Carnegie Mellon University
H-index: 49
North America-United States
Top articles of Elizabeth A. Holm
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Extreme abnormal grain growth: connecting mechanisms to microstructural outcomes | Carl E Krill III Elizabeth A Holm Jules M Dake Ryan Cohn Karolína Holíková | 2023/7/3 | |
Predicting fatigue crack growth metrics from fractographs: Towards fractography by computer vision | International Journal of Fatigue | Katelyn Jones William D Musinski Adam L Pilchak Reji John Paul A Shade | 2023/12/1 |
Grain boundary migration in polycrystals | Gregory S Rohrer Ian Chesser Amanda R Krause S Kiana Naghibzadeh Zipeng Xu | 2023/2/28 | |
Powder Bed Fusion | Additive manufacturing technologies | Ian Gibson David Rosen Brent Stucker Mahyar Khorasani Ian Gibson | 2021 |
Parallel simulation via SPPARKS of on-lattice kinetic and Metropolis Monte Carlo models for materials processing | Modelling and Simulation in Materials Science and Engineering | John A Mitchell Fadi Abdeljawad Corbett Battaile Cristina Garcia-Cardona Elizabeth A Holm | 2023/5/9 |
On the variability of grain boundary mobility in the isoconfigurational ensemble | Acta Materialia | Anqi Qiu Ian Chesser Elizabeth Holm | 2023/9/15 |
Instance Segmentation for Occluded Particles | Kyle Farmer Ryan Cohn Elizabeth Holm | 2023/1/1 | |
Exploring the trade-off between performance and annotation complexity in semantic segmentation | Engineering Applications of Artificial Intelligence | Marta Fernández-Moreno Bo Lei Elizabeth A Holm Pablo Mesejo Raúl Moreno | 2023/8/1 |
ANTICIPATING THE WAVE: TMS Study Examines Potential of Artificial Intelligence | JOM | Elizabeth Holm | 2023 |
Recent advances and applications of deep learning methods in materials science | Kamal Choudhary Brian DeCost Chi Chen Anubhav Jain Francesca Tavazza | 2022/4/5 | |
A taxonomy of grain boundary migration mechanisms via displacement texture characterization | Acta Materialia | Ian Chesser Brandon Runnels Elizabeth Holm | 2022/1/1 |
A transfer learning approach for improved classification of carbon nanomaterials from TEM images | Nanoscale Advances | Qixiang Luo Elizabeth A Holm Chen Wang | 2021 |
Tailoring disorder and quality of photonic glass templates for structural coloration by particle charge interactions | ACS applied materials & interfaces | Yen Häntsch Guoliang Shang Bo Lei Benedikt Winhard Alexander Petrov | 2021/4/20 |
Prediction of Inclusion Types From BSE Images: RF vs. CNN | Frontiers in Materials | Mohammad Abdulsalam Nan Gao Bryan A Webler Elizabeth A Holm | 2021/10/18 |
Microstructure generation via generative adversarial network for heterogeneous, topologically complex 3d materials | Jom | Tim Hsu William K Epting Hokon Kim Harry W Abernathy Gregory A Hackett | 2021/1 |
Survey of shear coupling behavior in fcc ni and bcc fe grain boundaries | Materialia | Tingting Yu Ian Chesser Sutatch Ratanaphan Elizabeth Holm Sen Yang | 2021/3/1 |
Hierarchically structured classification of carbon nanostructures from TEM images by machine learning and computer vision | Microscopy and Microanalysis | Chen Wang Qixiang Luo Elizabeth Holm | 2021/8 |
Computer vision and machine learning to quantify microstructure | AM&P Technical Articles | Elizabeth A Holm Ryan Cohn Nan Gao Andrew R Kitahara Bo Lei | 2021/2/1 |
Machine‐Learning Microstructure for Inverse Material Design | Advanced Science | Zongrui Pei Kyle A Rozman Ömer N Doğan Youhai Wen Nan Gao | 2021/12 |
Instance segmentation for direct measurements of satellites in metal powders and automated microstructural characterization from image data | Jom | Ryan Cohn Iver Anderson Tim Prost Jordan Tiarks Emma White | 2021/7 |
