Deep learning in electron microscopy

JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …

Liquid‐phase electron microscopy for soft matter science and biology

H Wu, H Friedrich, JP Patterson… - Advanced …, 2020 - Wiley Online Library
Innovations in liquid‐phase electron microscopy (LP‐EM) have made it possible to perform
experiments at the optimized conditions needed to examine soft matter. The main obstacle is …

Naphthoquinone-based composite cathodes for aqueous rechargeable zinc-ion batteries

J Kumankuma-Sarpong, S Tang… - ACS Applied Materials & …, 2021 - ACS Publications
Conventional organic batteries suffer from rapid capacity fading. Organic compounds are
inclined to dissolve in the electrolyte and limit the long-term cycling performance of lithium …

Prospects of non-noble metal single atoms embedded in two-dimensional (2D) carbon and non-carbon-based structures in electrocatalytic applications

AVN Kumar, SM Prabhu, WS Shin, KK Yadav… - Coordination Chemistry …, 2022 - Elsevier
The idea of single-atom catalysts (SACs) has gained attention in electrocatalysis owing to its
high efficiencies in energy conversion reactions. Supported single-atoms (SAs) exhibit major …

Unhindered brownian motion of individual nanoparticles in liquid-phase scanning transmission electron microscopy

MN Yesibolati, KI Mortensen, H Sun, A Brostrøm… - Nano …, 2020 - ACS Publications
Liquid-phase transmission electron microscopy (LPTEM) offers label-free imaging of
nanoparticle (NP) processes in liquid with sub-nanometer spatial and millisecond temporal …

Poly (lactic acid)/carbon nanotube composite microneedle arrays for dermal biosensing

E Skaria, BA Patel, MS Flint, KW Ng - Analytical chemistry, 2019 - ACS Publications
Minimally invasive, reliable and low-cost in vivo biosensors that enable real-time detection
and monitoring of clinically relevant molecules and biomarkers can significantly improve …

Event-responsive scanning transmission electron microscopy

JJP Peters, BW Reed, Y Jimbo, K Noguchi, KH Müller… - Science, 2024 - science.org
An ever-present limitation of transmission electron microscopy is the damage caused by
high-energy electrons interacting with any sample. By reconsidering the fundamentals of …

Electroanalytical methods and their hyphenated techniques for novel ion battery anode research

J Zhao, M Cano, JJ Giner-Casares, R Luque… - Energy & Environmental …, 2020 - pubs.rsc.org
The physicochemical properties of the metal-ion battery anodes display a key role in the full
behavior and electrochemical performance of energy storage devices. Novel ion battery …

Partial scanning transmission electron microscopy with deep learning

JM Ede, R Beanland - Scientific reports, 2020 - nature.com
Compressed sensing algorithms are used to decrease electron microscope scan time and
electron beam exposure with minimal information loss. Following successful applications of …

Organic solution-phase transmission electron microscopy of copolymer nanoassembly morphology and dynamics

J Korpanty, K Gnanasekaran, C Venkatramani… - Cell Reports Physical …, 2022 - cell.com
Direct imaging of the dynamics of polymeric assemblies in organic solvents is an
outstanding challenge. Herein, we apply liquid cell transmission electron microscopy …