Kevin M. Roccapriore
- AEcroscoPy: A software-hardware framework empowering microscopy toward automated and autonomous experimentation
2023/12/16 by Yongtao Liu, Liu, Yongtao, Kevin M. Roccapriore +11 · 6 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Force Microscopy Techniques and Applications #Materials Science (cond-mat.mtrl-sci)
- Dynamic STEM-EELS for single atom and defect measurement during electron beam transformations
2023/10/19 by Kevin M. Roccapriore, Riccardo Torsi, Roccapriore, Kevin M. +7 · 3 citations
Engineering · Materials Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Industrial Vision Systems and Defect Detection #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy
2023/10/08 by Sergei V. Kalinin, Kalinin, Sergei V., Yongtao Liu +13 · 2 citations
Decision Sciences · Materials Science · #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) #Scientific Computing and Data Management #electronic engineering #information engineering
- Building Workflows for Interactive Human in the Loop Automated Experiment (hAE) in STEM-EELS
2024/04/10 by Utkarsh Pratiush, Pratiush, Utkarsh, Kevin M. Roccapriore +9 · 2 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · #Electron and X-Ray Spectroscopy Techniques #Machine Learning in Materials Science #Advanced Electron Microscopy Techniques and Applications
- Automated experiment in 4D-STEM: exploring emergent physics and structural behaviors
2021/12/08 by Kevin M. Roccapriore, Roccapriore, Kevin M., Ondrej Dyck +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Electron and X-Ray Spectroscopy Techniques #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Microscopy is All You Need
2022/10/12 by Sergei V. Kalinin, Rama K. Vasudevan, Kalinin, Sergei V. +9 · 1 citation
Materials Science · Computer Science · Decision Sciences · #Machine Learning in Materials Science #Software Engineering Research #Scientific Computing and Data Management
- Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop
2025/08/07 by L. Yao, Yao, Lance, Suman Samantray +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Scientific Computing and Data Management