Ondrej Dyck Electron Microscopist Contact DYCKOE@ORNL.GOV All Publications Probing atomic-scale symmetry breaking by rotationally invariant machine learning of multidimensional electron scattering Exploring order parameters and dynamic processes in disordered systems via variational autoencoders Doping transition-metal atoms in graphene for atomic-scale tailoring of electronic, magnetic, and quantum topological properties Probing potential energy landscapes via electron-beam-induced single atom dynamics Imaging Secondary Electron Emission from a Single Atomic Layer Statistical learning of governing equations of dynamics from in-situ electron microscopy imaging data... Doping of Cr in Graphene Using Electron Beam Manipulation for Functional Defect Engineering Tracking atomic structure evolution during directed electron beam induced Si-atom motion in graphene via deep machine learning A self-driving microscope and the Atomic Forge The importance of temporal and spatial incoherence in quantitative interpretation of 4D-STEM... Super-Graphene: The Role of Temperature on Radiation Resistance Electron‐Beam‐Related Studies of Halide Perovskites: Challenges and Opportunities... Imaging Conductivity in a Single Atomic Layer Reconstruction of the interatomic forces from dynamic scanning transmission electron microscopy data Reconstruction of effective potential from statistical analysis of dynamic trajectories Electron-beam introduction of heteroatomic Pt–Si structures in graphene Variable voltage electron microscopy: Toward atom-by-atom fabrication in 2D materials Direct matter disassembly via electron beam control: electron-beam-mediated catalytic etching of graphene by nanoparticles... Materials and Devices with Probes and Beams: Down to the Atomic Level and Back Up Atomic Mechanisms for the Si Atom Dynamics in Graphene: Chemical Transformations at the Edge and in the Bulk Building and exploring libraries of atomic defects in graphene: Scanning transmission electron and scanning tunneling microscopy study Pulsed Laser-Assisted Helium Ion Nanomachining of Monolayer Graphene—Direct-Write Kirigami Patterns Structure retrieval from four-dimensional scanning transmission electron microscopy: Statistical analysis of potential pitfal... Toward Electrochemical Studies on the Nanometer and Atomic Scales: Progress, Challenges, and Opportunities A Versatile Common Platform for Quantum Transport Measurements in Fluidic, Cryogenic, and In Situ Electron Microscopy Environments Pagination First page « First Previous page ‹‹ Page 1 Current page 2 Page 3 Next page ›› Last page Last » Key Links Curriculum Vitae Google Scholar ORCID LinkedIn GitHub YouTube channel for video abstracts and conference presentations Organizations User Facilities Center for Nanophase Materials Sciences Nanomaterials Characterization Section electron Microscopy and Microanalysis Group Physical Sciences Directorate