activity
20152026
most citedDeep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy

109 citations · 649 across the 32 of their papers we have counts for

collaborators

34 papers

cond-mat.mtrl-sci2026

Enabling the Ambient Pressure Growth of ScB2 Crystals for AlGaN Power Electronics

Satya K. Kushwaha, Ahamed Raihan, Astrid D. Kengne +19

Here we report the growth of single crystalline ScB2, an ultrahigh-temperature ceramic, at ambient pressure in a laser-heated Optical Floating Zone via the travelling solvent metho…

cond-mat.mtrl-sci2026

Scandium diboride: a semi-metallic, lattice, thermally matched substrate for vertical AlGaN power electronics

MVS Chandrashekhar, Daniel Joel Harrison, Ahamed Raihan +22

We report the properties of hexagonal (space group P6/mmm) scandium diboride () single crystals grown by a laser diode floating zone method at growth rates of ~1mm/…

cond-mat.mtrl-sci2026

Atomic-Scale Characterization of Oxide Interfaces and Superlattices Using Scanning Transmission Electron Microscopy

Steven R. Spurgeon, Renae N. Gannon

Scanning transmission electron microscopy (STEM) is a cornerstone of our understanding of oxide interfaces and superlattices. No other technique provides the same level of insight…

cond-mat.mtrl-sci2023★ 1 cited

Unsupervised segmentation of irradiation$\unicode{x2010}$induced order$\unicode{x2010}$disorder phase transitions in electron microscopy

Arman H Ter-Petrosyan, Jenna A Bilbrey, Christina M Doty +6

We present a method for the unsupervised segmentation of electron microscopy images, which are powerful descriptors of materials and chemical systems. Images are oversegmented into…

cond-mat.mes-hall2023

Isolation of Single Donors in ZnO

Ethan R. Hansen, Vasileios Niaouris, Bethany E. Matthews +6

The shallow donor in zinc oxide (ZnO) is a promising semiconductor spin qubit with optical access. Single indium donors are isolated in a commercial ZnO substrate using plasma focu…

physics.optics2023★ 9 cited

Silicon-lattice-matched boron-doped gallium phosphide: A scalable acousto-optic platform

Nicholas S. Yama, I-Tung Chen, Srivatsa Chakravarthi +9

The compact size, scalability, and strongly confined fields in integrated photonic devices enable new functionalities in photonic networking and information processing, both classi…

cond-mat.mtrl-sci2023★ 109 cited

Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy

Sergei V. Kalinin, Debangshu Mukherjee, Kevin M. Roccapriore +9

Machine learning (ML) has become critical for post-acquisition data analysis in (scanning) transmission electron microscopy, (S)TEM, imaging and spectroscopy. An emerging trend is…

physics.app-ph2022★ 10 cited

Evaluating Stage Motion for Automated Electron Microscopy

Kevin R. Fiedler, Matthew Olszta, Kayla Yano +4

Precise control is an essential and elusive quality of emerging self-driving microscopes. It is widely understood these instruments must be capable of performing rapid, high-volume…

cond-mat.mtrl-sci2022★ 4 cited

Jahn-Teller-driven Phase Segregation in MnCoO Spinel Thin Films

Miles D. Blanchet, Bethany E. Matthews, Steven R. Spurgeon +3

Transition metal spinel oxides comprised of Earth-abundant Mn and Co have long been explored for their use in catalytic reactions and energy storage. However, understanding of func…

cond-mat.mtrl-sci2022★ 17 cited

Resolving diverse oxygen transport pathways across Sr-doped lanthanum ferrite and metal-perovskite heterostructures

Sandra D. Taylor, Kayla H. Yano, Michel Sassi +7

Perovskite structured transition metal oxides are important technological materials for catalysis and solid oxide fuel cell applications. Their functionality often depends on oxyge…

cond-mat.mtrl-sci2022★ 1 cited

Free-Standing Epitaxial SrTiO Nanomembranes via Remote Epitaxy using Hybrid Molecular Beam Epitaxy

Hyojin Yoon, Tristan K. Truttmann, Fengdeng Liu +12

The epitaxial growth of functional materials using a substrate with a graphene layer is a highly desirable method for improving structural quality and obtaining free-standing epita…

cond-mat.mtrl-sci2022★ 1 cited

Deep-learning-based prediction of nanoparticle phase transitions during in situ transmission electron microscopy

Wenkai Fu, Steven R. Spurgeon, Chongmin Wang +3

We develop the machine learning capability to predict a time sequence of in-situ transmission electron microscopy (TEM) video frames based on the combined long-short-term-memory (L…

cond-mat.mtrl-sci2022

Hybrid Molecular Beam Epitaxy of Ge-based Oxides

Fengdeng Liu, Tristan K Truttmann, Dooyong Lee +6

Germanium-based oxides such as rutile GeO2 are garnering attention owing to their wide band gaps and the prospects for ambipolar doping for application in high-power devices. Here,…

cond-mat.mtrl-sci2021★ 49 cited

Oxygen Reduction Electrocatalysis with Epitaxially Grown Spinel MnFeO and FeO

Alexandria R. C. Bredar, Miles D. Blanchet, Andricus R. Burton +4

Nanocrystalline MnFeO has shown promise as a catalyst for the oxygen reduction reaction (ORR) in alkaline solutions, but the material has been lightly studied as highly…

cond-mat.mtrl-sci2021

Surface Stability of SrNbO Grown by Hybrid Molecular Beam Epitaxy

Suresh Thapa, Sydney Provence, Steve M. Heald +2

4d transition metal oxides have emerged as promising materials for numerous applications including high mobility electronics. SrNbO is one such candidate material, serving as…

cond-mat.mtrl-sci2021★ 46 cited

An Automated Scanning Transmission Electron Microscope Guided by Sparse Data Analytics

Matthew Olszta, Derek Hopkins, Kevin R. Fiedler +3

Artificial intelligence (AI) promises to reshape scientific inquiry and enable breakthrough discoveries in areas such as energy storage, quantum computing, and biomedicine. Scannin…

cond-mat.mtrl-sci2021★ 28 cited

Thickness Dependent OER Electrocatalysis of Epitaxial LaFeO Thin Films

Andricus R. Burton, Rajendra Paudel, Bethany Matthews +4

Transition metal oxides have long been an area of interest for water electrocatalysis through the oxygen evolution and oxygen reduction reactions. Iron oxides, such as LaFeO,…

cond-mat.mtrl-sci2021★ 26 cited

Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data

Christina Doty, Shaun Gallagher, Wenqi Cui +5

The recent growth in data volumes produced by modern electron microscopes requires rapid, scalable, and flexible approaches to image segmentation and analysis. Few-shot machine lea…

cond-mat.mtrl-sci2021★ 23 cited

Tuning band alignment at a semiconductor-crystalline oxide heterojunction via electrostatic modulation of the interfacial dipole

M. Chrysler, J. Gabel, T. -L. Lee +14

We demonstrate that the interfacial dipole associated with bonding across the SrTiO3/Si heterojunction can be tuned through space charge, thereby enabling the band alignment to be…

cond-mat.mtrl-sci2021★ 16 cited

Percolation of Ion-Irradiation-Induced Disorder in Complex Oxide Interfaces

Bethany Matthews, Michel Sassi, Christopher M. Barr +5

Mastery of order-disorder processes in highly non-equilibrium nanostructured oxides has significant implications for the development of emerging energy technologies. However, we ar…

cond-mat.mtrl-sci2020★ 8 cited

Order-Disorder Behavior at Thin Film Oxide Interfaces

Steven R. Spurgeon

Order-disorder processes fundamentally determine the structure and properties of many important oxide systems for energy and computing applications. While these processes have been…

cond-mat.mtrl-sci2020

Scanning Transmission Electron Microscopy of Oxide Interfaces and Heterostructures

Steven R. Spurgeon

Thin film oxides are a source of endless fascination for the materials scientist. These materials are highly flexible, can be integrated into almost limitless combinations, and exh…

cond-mat.mes-hall2019★ 7 cited

Microscopic model of stacking-fault potential and exciton wave function in GaAs

Mikhail V. Durnev, Mikhail M. Glazov, Xiayu Linpeng +7

Two-dimensional stacking fault defects embedded in a bulk crystal can provide a homogeneous trapping potential for carriers and excitons. Here we utilize state-of-the-art structura…

cond-mat.mtrl-sci2019★ 22 cited

Asymmetric Lattice Disorder Induced at Oxide Interfaces

Steven R. Spurgeon, Tiffany C. Kaspar, Vaithiyalingam Shutthanandan +3

Control of order-disorder phase transitions is a fundamental materials science challenge, underpinning the development of energy storage technologies such as solid oxide fuel cells…