Jenna A. Bilbrey
- Machine-learning-enabled on-the-fly analysis of RHEED patterns during thin film deposition by molecular beam epitaxy
2025/03/27 by Tiffany C. Kaspar, Sarah Akers, Henry W. Sprueill +7 · 1 voice · 2 citations
Materials Science · #Electron and X-Ray Spectroscopy Techniques #Machine Learning in Materials Science #Electronic and Structural Properties of Oxides
- Unsupervised segmentation of irradiation\unicodex2010induced order\unicodex2010disorder phase transitions in electron microscopy
2023/11/14 by Arman Ter-Petrosyan, Jenna A. Bilbrey, Ter-Petrosyan, Arman H +15 · 1 citation
Engineering · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Surface Chemistry and Catalysis #electronic engineering #information engineering
- Electronic structure simulations in the cloud computing environment
2024/10/21 by Eric J. Bylaska, Ajay Panyala, Nicholas P. Bauman +29 · 1 voice · 1 citation
Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Quantum and electron transport phenomena #Semiconductor materials and devices
- Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE
2025/04/14 by Jesun Firoz, Firoz, Jesun, Franco Pellegrini +35 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning in Materials Science #Parallel #and Cluster Computing (cs.DC)