Kevin M Roccapriore R&D Associate Contact roccapriorkm@ornl.gov All Publications Designing workflows for materials characterization Discovering invariant spatial features in electron energy loss spectroscopy images on the mesoscopic and atomic levels Digital twins and deep learning segmentation of defects in monolayer MX2 phases Machine learning for automated experimentation in scanning transmission electron microscopy... 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 Measuring Single Atomic Defects in 2D Materials with Off-axis EELS Using Real-time AI-driven Detection... 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... Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy... A Roadmap for Edge Computing Enabled Automated Multidimensional Transmission Electron Microscopy Probing Electron Beam Induced Transformations on a Single-Defect Level via Automated Scanning Transmission Electron Microscop... Enabling Autonomous Electron Microscopy for Networked Computation and Steering... Electron-Beam Induced Emergence of Mesoscopic Ordering in Layered MnPS3... 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 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 Automated Experiment in 4D-STEM: Exploring Emergent Physics and Structural Behaviors... Sculpting the Plasmonic Responses of Nanoparticles by Directed Electron Beam Irradiation... Room-temperature large magnetoelectricity in a transition metal doped ferroelectric perovskite 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