[HTML][HTML] Making sustainable aluminum by recycling scrap: The science of “dirty” alloys

D Raabe, D Ponge, PJ Uggowitzer, M Roscher… - Progress in materials …, 2022 - Elsevier
There are several facets of aluminum when it comes to sustainability. While it helps to save
fuel due to its low density, producing it from ores is very energy-intensive. Recycling it shifts …

Machine learning in scanning transmission electron microscopy

SV Kalinin, C Ophus, PM Voyles, R Erni… - Nature Reviews …, 2022 - nature.com
Scanning transmission electron microscopy (STEM) has emerged as a uniquely powerful
tool for structural and functional imaging of materials on the atomic level. Driven by …

Simultaneously enhancing the ultimate strength and ductility of high-entropy alloys via short-range ordering

S Chen, ZH Aitken, S Pattamatta, Z Wu, ZG Yu… - Nature …, 2021 - nature.com
Simultaneously enhancing strength and ductility of metals and alloys has been a
tremendous challenge. Here, we investigate a CoCuFeNiPd high-entropy alloy (HEA), using …

Human-and machine-centred designs of molecules and materials for sustainability and decarbonization

J Peng, D Schwalbe-Koda, K Akkiraju, T Xie… - Nature Reviews …, 2022 - nature.com
Breakthroughs in molecular and materials discovery require meaningful outliers to be
identified in existing trends. As knowledge accumulates, the inherent bias of human intuition …

In Situ and Emerging Transmission Electron Microscopy for Catalysis Research

HY Chao, K Venkatraman, S Moniri, Y Jiang… - Chemical …, 2023 - ACS Publications
Catalysts are the primary facilitator in many dynamic processes. Therefore, a thorough
understanding of these processes has vast implications for a myriad of energy systems. The …

Fabrication of liquid cell for in situ transmission electron microscopy of electrochemical processes

R Yang, L Mei, Y Fan, Q Zhang, HG Liao, J Yang, J Li… - Nature …, 2023 - nature.com
Fundamentally understanding the complex electrochemical reactions that are associated
with energy devices (eg, rechargeable batteries, fuel cells and electrolyzers) has attracted …

Electron microscopy studies of soft nanomaterials

Z Lyu, L Yao, W Chen, FC Kalutantirige… - Chemical …, 2023 - ACS Publications
This review highlights recent efforts on applying electron microscopy (EM) to soft (including
biological) nanomaterials. We will show how developments of both the hardware and …

Quantitative Description of Metal Center Organization and Interactions in Single‐Atom Catalysts

K Rossi, A Ruiz‐Ferrando, DF Akl… - Advanced …, 2024 - Wiley Online Library
Ultra‐high‐density single‐atom catalysts (UHD‐SACs) present unique opportunities for
harnessing cooperative effects between neighboring metal centers. However, the lack of …

Automated image analysis for single-atom detection in catalytic materials by transmission electron microscopy

S Mitchell, F Parés, D Faust Akl… - Journal of the …, 2022 - ACS Publications
Single-atom catalytic sites may have existed in all supported transition metal catalysts since
their first application. Yet, interest in the design of single-atom heterogeneous catalysts …

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 …