Machine learning in electron microscopy for advanced nanocharacterization: current developments, available tools and future outlook

M Botifoll, I Pinto-Huguet, J Arbiol - Nanoscale Horizons, 2022 - pubs.rsc.org
In the last few years, electron microscopy has experienced a new methodological paradigm
aimed to fix the bottlenecks and overcome the challenges of its analytical workflow. Machine …

Synergy of cations in high entropy oxide lithium ion battery anode

K Wang, W Hua, X Huang, D Stenzel, J Wang… - Nature …, 2023 - nature.com
High entropy oxides (HEOs) with chemically disordered multi-cation structure attract
intensive interest as negative electrode materials for battery applications. The outstanding …

[PDF][PDF] Precession electron diffraction–a topical review

PA Midgley, AS Eggeman - IUCrJ, 2015 - journals.iucr.org
In the 20 years since precession electron diffraction (PED) was introduced, it has grown from
a little-known niche technique to one that is seen as a cornerstone of electron …

Liquid-phase sintering of lead halide perovskites and metal-organic framework glasses

J Hou, P Chen, A Shukla, A Krajnc, T Wang, X Li… - Science, 2021 - science.org
Lead halide perovskite (LHP) semiconductors show exceptional optoelectronic properties.
Barriers for their applications, however, lie in their polymorphism, instability to polar solvents …

Four-dimensional scanning transmission electron microscopy (4D-STEM): From scanning nanodiffraction to ptychography and beyond

C Ophus - Microscopy and Microanalysis, 2019 - cambridge.org
Scanning transmission electron microscopy (STEM) is widely used for imaging, diffraction,
and spectroscopy of materials down to atomic resolution. Recent advances in detector …

py4DSTEM: A software package for four-dimensional scanning transmission electron microscopy data analysis

BH Savitzky, SE Zeltmann, LA Hughes… - Microscopy and …, 2021 - cambridge.org
Scanning transmission electron microscopy (STEM) allows for imaging, diffraction, and
spectroscopy of materials on length scales ranging from microns to atoms. By using a high …

Carbon segregation and cementite precipitation at grain boundaries in quenched and tempered lath martensite

L Morsdorf, A Kashiwar, C Kübel, CC Tasan - Materials Science and …, 2023 - Elsevier
Tempering is widely applied to make carbon atoms beneficially rearrange in high strength
steel microstructures after quenching; though the nano-scale interaction of carbon atoms …

Atomic-scale quantification of grain boundary segregation in nanocrystalline material

M Herbig, D Raabe, YJ Li, P Choi, S Zaefferer, S Goto - Physical review letters, 2014 - APS
Grain boundary segregation leads to nanoscale chemical variations that can alter a
material's performance by orders of magnitude (eg, embrittlement). To understand this …

Automated crystal orientation and phase mapping in TEM

EF Rauch, M Véron - Materials Characterization, 2014 - Elsevier
The paper describes an automated crystal orientation and phase mapping technique that
allows nanoscale characterization of crystalline materials with a transmission electron …

Electron diffraction determines molecular absolute configuration in a pharmaceutical nanocrystal

P Brázda, L Palatinus, M Babor - Science, 2019 - science.org
Determination of the absolute configuration of organic molecules is essential in drug
development and the subsequent approval process. We show that this determination is …