Exploring order parameters and dynamic processes in disordered systems via variational autoencoders

Toward Decoding the Relationship between Domain Structure and Functionality in Ferroelectrics via Hidden Latent Variables

(2021) Sergei V. Kalinin et al.   ACS Applied Materials & Interfaces

Machine learning-based multidomain processing for texture-based image segmentation and analysis

(2020) Nikolay Borodinov et al.   APPLIED PHYSICS LETTERS

Electron-beam introduction of heteroatomic Pt–Si structures in graphene

(2020) Ondrej Dyck et al.   CARBON

Learning from Imperfections: Predicting Structure and Thermodynamics from Atomic Imaging of Fluctuations

(2019) Lukas Vlcek et al.   ACS Nano

Deep learning analysis of defect and phase evolution during electron beam-induced transformations in WS2

(2019) Artem Maksov et al.   npj Computational Materials

Building ferroelectric from the bottom up: The machine learning analysis of the atomic-scale ferroelectric distortions

(2019) M. Ziatdinov et al.   APPLIED PHYSICS LETTERS

Diffraction imaging of nanocrystalline structures in organic semiconductor molecular thin films

(2019) Ouliana Panova et al.   NATURE MATERIALS

Atom-by-atom fabrication with electron beams

(2019) Ondrej Dyck et al.   Nature Reviews Materials

Building and exploring libraries of atomic defects in graphene: Scanning transmission electron and scanning tunneling microscopy study

(2019) Maxim Ziatdinov et al.   Science Advances

Atomic Mechanisms for the Si Atom Dynamics in Graphene: Chemical Transformations at the Edge and in the Bulk

(2019) Maxim Ziatdinov et al.   ADVANCED FUNCTIONAL MATERIALS

Patterned probes for high precision 4D-STEM bragg measurements

(2019) Steven E Zeltmann et al.   ULTRAMICROSCOPY

Directed Atom-by-Atom Assembly of Dopants in Silicon

(2018) Bethany M. Hudak et al.   ACS Nano

Electron-Beam Manipulation of Silicon Dopants in Graphene

(2018) Mukesh Tripathi et al.   NANO LETTERS

E-beam manipulation of Si atoms on graphene edges with an aberration-corrected scanning transmission electron microscope

(2018) Ondrej Dyck et al.   Nano Research

Direct atomic fabrication and dopant positioning in Si using electron beams with active real-time image-based feedback

(2018) Stephen Jesse et al.   NANOTECHNOLOGY

Dr. Probe: A software for high-resolution STEM image simulation

(2018) J. Barthel   ULTRAMICROSCOPY

Characterization of single-atom catalysts by EELS and EDX spectroscopy

(2018) R.F. Egerton et al.   ULTRAMICROSCOPY

In situ atomistic insight into the growth mechanisms of single layer 2D transition metal carbides

(2018) Xiahan Sang et al.   Nature Communications

In situ edge engineering in two-dimensional transition metal dichalcogenides

(2018) Xiahan Sang et al.   Nature Communications

Electron ptychography of 2D materials to deep sub-ångström resolution

(2018) Yi Jiang et al.   NATURE

Building Structures Atom by Atom via Electron Beam Manipulation

(2018) Ondrej Dyck et al.   Small

Manifold learning of four-dimensional scanning transmission electron microscopy

(2018) Xin Li et al.   npj Computational Materials

Manipulating low-dimensional materials down to the level of single atoms with electron irradiation

(2017) Toma Susi et al.   ULTRAMICROSCOPY

Electric field imaging of single atoms

(2017) Naoya Shibata et al.   Nature Communications

Learning surface molecular structures via machine vision

(2017) Maxim Ziatdinov et al.   npj Computational Materials

Gaining Control over Radiolytic Synthesis of Uniform Sub-3-nanometer Palladium Nanoparticles: Use of Aromatic Liquids in the Electron Microscope

(2016) Patricia Abellan et al.   LANGMUIR

Phases and Interfaces from Real Space Atomically Resolved Data: Physics-Based Deep Data Image Analysis

(2016) Rama K. Vasudevan et al.   NANO LETTERS

Atomic-scale observation of structural and electronic orders in the layered compound α-RuCl3

(2016) M. Ziatdinov et al.   Nature Communications

Atomic Structure of Graphene Subnanometer Pores

(2015) Alex W. Robertson et al.   ACS Nano

Towards 3D Mapping of BO6 Octahedron Rotations at Perovskite Heterointerfaces, Unit Cell by Unit Cell

(2015) Qian He et al.   ACS Nano

Big data in reciprocal space: Sliding fast Fourier transforms for determining periodicity

(2015) Rama K. Vasudevan et al.   APPLIED PHYSICS LETTERS

Partial Dislocations in Graphene and Their Atomic Level Migration Dynamics

(2015) Alex W. Robertson et al.   NANO LETTERS

Electron beam damage in oxides: a review

(2015) Nan Jiang   REPORTS ON PROGRESS IN PHYSICS

Atomic-Level Sculpting of Crystalline Oxides: Toward Bulk Nanofabrication with Single Atomic Plane Precision

(2015) Stephen Jesse et al.   Small

Identification of phases, symmetries and defects through local crystallography

(2015) Alex Belianinov et al.   Nature Communications

The Role of the Bridging Atom in Stabilizing Odd Numbered Graphene Vacancies

(2014) Alex W. Robertson et al.   NANO LETTERS

Stability and Dynamics of the Tetravacancy in Graphene

(2014) Alex W. Robertson et al.   NANO LETTERS

Vacancy diffusion and coalescence in graphene directed by defect strain fields

(2014) Thomas Trevethan et al.   Nanoscale

Vibrational spectroscopy in the electron microscope

(2014) Ondrej L. Krivanek et al.   NATURE

Flexible metallic nanowires with self-adaptive contacts to semiconducting transition-metal dichalcogenide monolayers

(2014) Junhao Lin et al.   Nature Nanotechnology

Silicon–Carbon Bond Inversions Driven by 60-keV Electrons in Graphene

(2014) Toma Susi et al.   PHYSICAL REVIEW LETTERS

Picometre-precision analysis of scanning transmission electron microscopy images of platinum nanocatalysts

(2014) Andrew B. Yankovich et al.   Nature Communications

Imaging atomic-level random walk of a point defect in graphene

(2014) Jani Kotakoski et al.   Nature Communications

Atomic scale dynamics of a solid state chemical reaction directly determined by annular dark-field electron microscopy

(2014) Timothy J. Pennycook et al.   Scientific Reports

Local crystallography analysis for atomically resolved scanning tunneling microscopy images

(2013) Wenzhi Lin et al.   NANOTECHNOLOGY

Imaging Atomic Rearrangements in Two-Dimensional Silica Glass: Watching Silica's Dance

(2013) P. Y. Huang et al.   SCIENCE

Direct visualization of reversible dynamics in a Si6 cluster embedded in a graphene pore

(2013) Jaekwang Lee et al.   Nature Communications

Monochromated STEM with a 30 meV-wide, atom-sized electron probe

(2013) Ondrej L. Krivanek et al.   Microscopy

Probing the Bonding and Electronic Structure of Single Atom Dopants in Graphene with Electron Energy Loss Spectroscopy

(2012) Quentin M. Ramasse et al.   NANO LETTERS

Strain-Driven Oxygen Deficiency in Self-Assembled, Nanostructured, Composite Oxide Films

(2011) Claudia Cantoni et al.   ACS Nano

Stone-Wales-type transformations in carbon nanostructures driven by electron irradiation

(2011) J. Kotakoski et al.   PHYSICAL REVIEW B

Observation of Transient Structural-Transformation Dynamics in a Cu2S Nanorod

(2011) H. Zheng et al.   SCIENCE

Mapping Octahedral Tilts and Polarization Across a Domain Wall in BiFeO3 from Z-Contrast Scanning Transmission Electron Microscopy Image Atomic Column Shape Analysis

(2010) AlbinaY. Borisevich et al.   ACS Nano

Atom-by-atom structural and chemical analysis by annular dark-field electron microscopy

(2010) Ondrej L. Krivanek et al.   NATURE

Control of Octahedral Tilts and Magnetic Properties of Perovskite Oxide Heterostructures by Substrate Symmetry

(2010) Jun He et al.   PHYSICAL REVIEW LETTERS

Suppression of Octahedral Tilts and Associated Changes in Electronic Properties at Epitaxial Oxide Heterostructure Interfaces

(2010) A. Y. Borisevich et al.   PHYSICAL REVIEW LETTERS