Kevin M Roccapriore R&D Associate Contact roccapriorkm@ornl.gov All Publications Discovering invariant spatial features in electron energy loss spectroscopy images on the mesoscopic and atomic levels Designing workflows for materials characterization Digital twins and deep learning segmentation of defects in monolayer MX2 phases Machine learning for automated experimentation in scanning transmission electron microscopy... Measuring Single Atomic Defects in 2D Materials with Off-axis EELS Using Real-time AI-driven Detection... Fabrication of Atomic-scale Defect Structures within 2D Materials through Automated Electron Beam Control AI-enabled Automation of Atomic Manipulation and Characterization in the STEM Discovering the Electron Beam Induced Transition Rates for Silicon Dopants in Graphene with Deep Neural Networks in the STEM Photon bunching in cathodoluminescence induced by indirect electron excitation... Probe microscopy is all you need Virtual Infrastructure Twins: Software Testing Platforms for Computing-Instrument Ecosystems... Towards a Software Development Framework for Interconnected Science Ecosystems Virtual Infrastructure Twins: Software Testing Platforms for Computing-Instrument Ecosystems... A Roadmap for Edge Computing Enabled Automated Multidimensional Transmission Electron Microscopy Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy... Enabling Autonomous Electron Microscopy for Networked Computation and Steering... Probing Electron Beam Induced Transformations on a Single-Defect Level via Automated Scanning Transmission Electron Microscop... Electron-Beam Induced Emergence of Mesoscopic Ordering in Layered MnPS3... Atomic-scale Fabrication of 1D-2D Nano Hetero-structures within 2D Materials through Automated Tracking and Electron Beam Con... Lossless Image Compression for 4D-STEM Datasets Seamless Communication Between High-Performance Computing System and Electron Microscopes for On-Demand Automated Data Transfer and Remote Control Building Atomic and Plasmonic Devices via Electron Beams: from Desired Structures to Desired Properties Automated Experiment in 4D-STEM: Exploring Emergent Physics and Structural Behaviors... Room-temperature large magnetoelectricity in a transition metal doped ferroelectric perovskite Sculpting the Plasmonic Responses of Nanoparticles by Directed Electron Beam Irradiation... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links Curriculum Vitae Google Scholar ORCID LinkedIn GitHub Organizations Physical Sciences Directorate User Facilities Center for Nanophase Materials Sciences Theory & Computation Section Data NanoAnalytics Group