activity
20142026
most citedDeep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations

430 citations · 958 across the 15 of their papers we have counts for

collaborators

16 papers

cond-mat.mtrl-sci2026

Born-Qualified: An Autonomous Framework for Deploying Advanced Energy and Electronic Materials

Steven R. Spurgeon, Milad Abolhasani, Frederick Baddour +28

Autonomous science is transforming how we discover materials and chemical systems for advanced energy technologies. However, many initially promising systems never reach deployment…

cond-mat.mtrl-sci2025

Autonomous Fabrication of Tailored Defect Structures in 2D Materials using Machine Learning-enabled Scanning Transmission Electron Microscopy

Zijie Wu, Kevin M. Roccapriore, Ayana Ghosh +5

Materials with tailored quantum properties can be engineered from atomic scale assembly techniques, but existing methods often lack the agility and accuracy to precisely and intell…

cond-mat.mtrl-sci2025★ 1 cited

A Panoramic View of MXenes via a New Design Strategy

Noah Oyeniran, Oyshee Chowdhury, Chongze Hu +11

Two-dimensional (2D) transition metal carbides and nitrides, known as MXenes, possess unique physical and chemical properties, enabling diverse applications in fields ranging from…

cond-mat.mtrl-sci2023

Direct Fabrication of Atomically Defined Pores in MXenes

Matthew G. Boebinger, Dundar E. Yilmaz, Ayana Ghosh +7

Controlled fabrication of nanopores in atomically thin two-dimensional material offers the means to create robust membranes needed for ion transport, nanofiltration, and DNA sensin…

cond-mat.mtrl-sci2023

When the atoms dance: exploring mechanisms of electron-beam induced modifications of materials with machine-learning assisted high temporal resolution electron microscopy

Matthew G. Boebinger, Ayana Ghosh, Kevin M. Roccapriore +6

Directed atomic fabrication using an aberration-corrected scanning transmission electron microscope (STEM) opens new pathways for atomic engineering of functional materials. In thi…

cond-mat.mtrl-sci2023★ 1 cited

A High-Performance Quasi-1D MoS Nanoribbon Photodetector

Ganesh Ghimire, Rajesh Kumar Ulaganathan, Agnes Tempez +11

Molybdenum disulfide (MoS) nanoribbons have attracted increased interest due to their properties which can be tailored by tuning their dimensions. Herein, we demonstrate the gr…

cond-mat.dis-nn2022★ 1 cited

Probing electron beam induced transformations on a single defect level via automated scanning transmission electron microscopy

Kevin M. Roccapriore, Matthew G. Boebinger, Ondrej Dyck +4

The robust approach for real-time analysis of the scanning transmission electron microscopy (STEM) data streams, based on the ensemble learning and iterative training (ELIT) of dee…

cond-mat.mtrl-sci2022

A Facile Strategy for the Growth of High-Quality Tungsten Disulfide Crystals Mediated by Oxygen-Deficient Oxide Precursors

Denys I. Miakota1, Raymond R. Unocic2, Fabian Bertoldo3 +5

Chemical vapor deposition (CVD) has been established as a versatile route for the large-scale synthesis of transition metal dichalcogenides, such as tungsten disulfide (WS2). Yet,…

cond-mat.mtrl-sci2021★ 7 cited

Effective reduction of PdCoO2 thin films via hydrogenation and sign tunable anomalous Hall effect

Gaurab Rimal, Yiting Liu, Caleb Schmidt +14

PdCoO2 , belonging to a family of triangular oxides called delafossite, is one of the most conducting oxides. Its in-plane conductivity is comparable to those of the best metals, a…

physics.app-ph2020★ 23 cited

Fluid Guided CVD Growth for Large-scale Monolayer Two-dimensional Materials

Dong Zhou, Ji Lang, Nicholas Yoob +3

Atmospheric pressure chemical vapor deposition (APCVD) has been used extensively for synthesizing two-dimensional (2D) materials, due to its low cost and promise for high-quality m…

cond-mat.mtrl-sci2020★ 75 cited

Lattice strain measurement of core@shell electrocatalysts with 4D-STEM nanobeam electron diffraction

Debangshu Mukherjee, Jocelyn T. L. Gamler, Sara E. Skrabalak +1

Strain engineering enables the direct modification of the atomic bonding and is currently an active area of research aimed at improving the electrocatalytic activity. However, dire…

cond-mat.mtrl-sci2019★ 51 cited

Growth of metallic delafossite PdCoO2 by molecular beam epitaxy

Matthew Brahlek, Gaurab Rimal, Jong Mok Ok +8

The Pd, and Pt based ABO2 delafossites are a unique class of layered, triangular oxides with 2D electronic structure and a large conductivity that rivals the noble metals. Here, we…

cond-mat.mtrl-sci2018★ 430 cited

Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations

Maxim Ziatdinov, Ondrej Dyck, Artem Maksov +7

Recent advances in scanning transmission electron and scanning probe microscopies have opened exciting opportunities in probing the materials structural parameters and various func…

stat.AP2017★ 3 cited

Sequential Adaptive Detection for In-Situ Transmission Electron Microscopy (TEM)

Y. Cao, S. Zhu, Y. Xie +4

We develop new efficient online algorithms for detecting transient sparse signals in TEM video sequences, by adopting the recently developed framework for sequential detection join…

cond-mat.mtrl-sci2017★ 90 cited

Engineering the thermal conductivity along an individual silicon nanowire by selective helium ion irradiation

Yunshan Zhao, Dan Liu, Jie Chen +10

The ability to engineer the thermal conductivity of materials allows us to control the flow of heat and derive novel functionalities such as thermal rectification, thermal switchin…

cond-mat.mtrl-sci2014★ 276 cited

Aqueous Proton Transfer Across Single Layer Graphene

Jennifer L. Achtyl, Raymond R. Unocic, Lijun Xu +12

Proton transfer across single layer graphene is associated with large computed energy barriers and is therefore thought to be unfavorable at room temperature unless nanoscale holes…