Deep learning for electron and scanning probe microscopy: From materials design to atomic fabrication

SV Kalinin, M Ziatdinov, SR Spurgeon, C Ophus… - MRS Bulletin, 2022 - Springer
Abstract Machine learning and artificial intelligence (ML/AI) are rapidly becoming an
indispensable part of physics research, with applications ranging from theory and materials …

Identifying and manipulating single atoms with scanning transmission electron microscopy

T Susi - Chemical Communications, 2022 - pubs.rsc.org
The manipulation of individual atoms has developed from visionary speculation into an
established experimental science. Using focused electron irradiation in a scanning …

Beam-driven dynamics of aluminium dopants in graphene

G Zagler, M Stecher, A Trentino, F Kraft, C Su… - 2D …, 2022 - iopscience.iop.org
Substituting heteroatoms into graphene can tune its properties for applications ranging from
catalysis to spintronics. The further recent discovery that covalent impurities in graphene can …

Structure–property relationship of oxygen-doped two-dimensional gallium selenide for hydrogen evolution reaction revealed from density functional theory

EG Demissie, WK Tang, CK Siu - ACS Applied Energy Materials, 2022 - ACS Publications
Two-dimensional (2D) gallium selenide (GaSe) is known for its inert surface and wide
bandgap, limiting its application as a photocatalytic material for the hydrogen evolution …

Atom column analysis of (Fe, Cr) 2B phase in high B containing ferritic steel

C Ghosh, AG Nair, A Dasgupta, R Mythili, R Divakar - Materialia, 2024 - Elsevier
This paper depicts nuances of atomistic level characterization of (Fe, Cr) 2 B crystal in a high
B containing P91 steel using probe aberration-corrected Scanning Transmission Electron …

Atomically Precise Detection and Manipulation of Nitrogen-Vacancy Centers in Nanodiamonds

BM Hudak, RM Stroud - ACS nano, 2023 - ACS Publications
Nitrogen-vacancy (NV) centers in nanodiamonds are a promising quantum communication
system offering robust and discrete single photon emission, but a more thorough …

Time dependence of SrVO3 thermionic electron emission properties

MS Sheikh, R Jacobs, D Morgan… - Journal of Applied Physics, 2024 - pubs.aip.org
Single phase, polycrystalline perovskite oxide SrVO3, with its intrinsic low effective work
function and facile synthesis process, is a promising thermionic electron emitter cathode …

Theoretical Understanding of the Structure–Property Relationship of Oxygen-Doped Gallium Selenide as an Efficient Photocatalyst for Oxygen Evolution Reaction

EG Demissie, CK Siu - The Journal of Physical Chemistry C, 2024 - ACS Publications
A single-layer of GaSe is widely regarded as one of the most promising photocatalysts for a
solar-driven water-splitting reaction. However, its catalytic performance is limited by the high …

Ultra-sensitive light detection technologies based on single-photon detectors: a review

A Nofriandi, Hamdi, Ratnawulan, Yulkifli - Sensing Technology, 2024 - Taylor & Francis
This article investigates the operational principles, characteristics, and applications of single-
photon detectors (SPD), highlighting their significance in light detection technologies. SPD …

Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy

M Schwarzer, J Farebrother, J Greaves… - AI for Accelerated …, 2023 - openreview.net
We introduce a machine learning approach to determine the transition rates of silicon atoms
on a single layer of carbon atoms, when stimulated by the electron beam of a scanning …