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
Showing 2021Show all

7 papers · 1 filter

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…