Heterogeneity at multiple length scales in halide perovskite semiconductors

EM Tennyson, TAS Doherty, SD Stranks - Nature Reviews Materials, 2019 - nature.com
Materials with highly crystalline lattice structures and low defect concentrations have
classically been considered essential for high-performance optoelectronic devices …

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 …

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 …

A dehydrated space-weathered skin cloaking the hydrated interior of Ryugu

T Noguchi, T Matsumoto, A Miyake, Y Igami… - Nature …, 2023 - nature.com
Without a protective atmosphere, space-exposed surfaces of airless Solar System bodies
gradually experience an alteration in composition, structure and optical properties through a …

AtomAI framework for deep learning analysis of image and spectroscopy data in electron and scanning probe microscopy

M Ziatdinov, A Ghosh, CY Wong… - Nature Machine …, 2022 - nature.com
Over the past several decades, electron and scanning probe microscopes have become
critical components of condensed matter physics, materials science and chemistry research …

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 …

Ion migration‐induced amorphization and phase segregation as a degradation mechanism in planar perovskite solar cells

D Di Girolamo, N Phung, FU Kosasih… - Advanced Energy …, 2020 - Wiley Online Library
The operation of halide perovskite optoelectronic devices, including solar cells and LEDs, is
strongly influenced by the mobility of ions comprising the crystal structure. This peculiarity is …

Periodic structural changes in Pd nanoparticles during oscillatory CO oxidation reaction

T Ghosh, JM Arce-Ramos, WQ Li, H Yan… - Nature …, 2022 - nature.com
Nanoparticle (NP) catalysts are ubiquitous in energy systems, chemical production, and
reducing the environmental impact of many industrial processes. Under reactive …

[HTML][HTML] Orientation dependent pinning of (sub) grains by dispersoids during recovery and recrystallization in an Al–Mn alloy

HW Ånes, ATJ van Helvoort, K Marthinsen - Acta Materialia, 2023 - Elsevier
The recrystallized grain size and texture in alloys can be controlled via the microchemistry
state during thermomechanical processing. The influence of concurrent precipitation on …

[HTML][HTML] Free, flexible and fast: Orientation mapping using the multi-core and GPU-accelerated template matching capabilities in the Python-based open source 4D …

N Cautaerts, P Crout, HW Ånes, E Prestat, J Jeong… - Ultramicroscopy, 2022 - Elsevier
This work presents the new template matching capabilities implemented in Pyxem, an open
source Python library for analyzing four-dimensional scanning transmission electron …