Research progress on the shear band of metallic glasses

H Zhou, L Shen, B Sun, W Wang - Journal of Alloys and Compounds, 2023 - Elsevier
Metallic glasses have received considerable attention in the fields of materials science and
condensed matter physics. The disordered structure of metallic glasses gives rise to unique …

Deep learning in alloy material microstructures: Application and prospects

L Che, Z He, K Zheng, T Si, M Ge, H Cheng… - Materials Today …, 2023 - Elsevier
This review explores the applications, challenges, and prospects of deep learning in the
microstructure analysis of alloy materials. First, it introduces the significance of alloy …

A fast two-stage algorithm for non-negative matrix factorization in smoothly varying data

R Gu, SJL Billinge, Q Du - Acta Crystallographica Section A …, 2023 - journals.iucr.org
This article reports the study of algorithms for non-negative matrix factorization (NMF) in
various applications involving smoothly varying data such as time or temperature series …

Chemical-motif characterization of short-range order with E (3)-equivariant graph neural networks

K Sheriff, Y Cao, R Freitas - arXiv preprint arXiv:2405.08628, 2024 - arxiv.org
Crystalline materials have atomic-scale fluctuations in their chemical composition that
modulate various mesoscale properties. Establishing chemistry-microstructure relationships …

[HTML][HTML] A 30-Year Review on Nanocomposites: Comprehensive Bibliometric Insights into Microstructural, Electrical, and Mechanical Properties Assisted by Artificial …

F Gomes Souza Jr, S Bhansali, K Pal… - Materials, 2024 - mdpi.com
From 1990 to 2024, this study presents a groundbreaking bibliometric and sentiment
analysis of nanocomposite literature, distinguishing itself from existing reviews through its …

[HTML][HTML] Stretched non-negative matrix factorization

R Gu, Y Rakita, L Lan, Z Thatcher, GE Kamm… - npj Computational …, 2024 - nature.com
A novel algorithm, stretchedNMF, is introduced for non-negative matrix factorization (NMF),
accounting for signal stretching along the independent variable's axis. It addresses signal …

Understanding and leveraging short-range order in compositionally complex alloys

ML Taheri, E Anber, A Barnett, S Billinge, N Birbilis… - MRS Bulletin, 2023 - Springer
In this article, we review the opportunities and challenges associated with complex
concentrated materials that exhibit short-range order. Although the presence of such …

Identifying dynamic restructuring effects in nanocatalysts by combining in situ scanning transmission electron microscopy and in situ X-ray absorption spectroscopy: A …

AC Foucher, EA Stach - Catalysis Today, 2023 - Elsevier
Monometallic and bimetallic nanostructures are of great importance to heterogeneous
catalysis as the interaction with a support or the combination of metals results in a precise …

Fluctuation cepstral scanning transmission electron microscopy of mixed-phase amorphous materials

S Pidaparthy, H Ni, H Hou, DP Abraham, JM Zuo - Ultramicroscopy, 2023 - Elsevier
Four-dimensional scanning transmission electron microscopy (4D-STEM) is a versatile
analytical tool for characterizing materials structural properties. However, extending such …

[HTML][HTML] Simple ePDF: A Pair Distribution Function Method Based on Electron Diffraction Patterns to Reveal the Local Structure of Amorphous and Nanocrystalline …

JL Lábár, K Hajagos-Nagy, PP Das, A Gomez-Perez… - Nanomaterials, 2023 - mdpi.com
Amorphous, glassy or disordered materials play important roles in developing structural
materials from metals or ceramics, devices from semiconductors or medicines from organic …