Machine learning for high-entropy alloys: Progress, challenges and opportunities

X Liu, J Zhang, Z Pei - Progress in Materials Science, 2023 - Elsevier
High-entropy alloys (HEAs) have attracted extensive interest due to their exceptional
mechanical properties and the vast compositional space for new HEAs. However …

Critical impacts of thermodynamic instability and short-range order on deformation mechanisms of VCoNi medium-entropy alloy

TH Chou, WP Li, LY Zhu, F Zhu, XC Li, J Huang… - Acta Materialia, 2024 - Elsevier
Short-range order (SRO) has made a splash in the recent research on multi-principal
element alloys (MPEAs), among which the equiatomic VCoNi alloy was regarded as the …

Effects of short range ordering on the generalized stacking fault energy and deformation mechanisms in FCC multiprincipal element alloys

L Zhu, Z Wu - Acta Materialia, 2023 - Elsevier
Abstract Equiatomic FCC CrCoNi, VCoNi and CrCoNiFeMn exhibit distinctly different
deformation mechanisms where twinning is prevalent in CrCoNi and CrCoNiFeMn, but not …

A machine learning interatomic potential for high entropy alloys

L Wu, T Li - Journal of the Mechanics and Physics of Solids, 2024 - Elsevier
High entropy alloys (HEAs) possess a vast compositional space, providing exciting
prospects for tailoring material properties yet also presenting challenges in their rational …

Martensitic transformation induced planar deformation of AlN nanoprecipitates in high nitrogen stainless steels

Y Zhang, Y Hu, H Li, Y Gao, Y Wang, H Feng… - International Journal of …, 2023 - Elsevier
Boosting the applications of high nitrogen steels requires delicate control of detrimental
brittle AlN precipitates which often initiate cracking and thus degrade overall mechanical …

Effective band gap engineering in multi-principal oxides (CeGdLa-Zr/Hf)Ox by temperature-induced oxygen vacancies

Y Hu, M Anandkumar, J Joardar, X Wang… - Scientific Reports, 2023 - nature.com
Oxygen vacancy control has been one of the most efficient methods to tune the
physicochemical properties of conventional oxide materials. A new conceptual multi …

Statistical modeling of the effect of chemical inhomogeneity on incipient plasticity in complex concentrated alloys

AMZ Tan, Z Li, H Gao - Physical Review Materials, 2023 - APS
In recent years, complex concentrated alloys (CCAs), also referred to as medium-or high-
entropy alloys, have attracted substantial research interest due to their excellent mechanical …

A dislocation theory-based model for brittle-to-ductile transition in multi-principal element alloys

Z Han, B Liu, Q Fang, PK Liaw, J Li - International Journal of Plasticity, 2024 - Elsevier
Multi-principal element alloys (MPEAs) have drawn great interest due to their superior
mechanical properties compared to the conventional alloys. However, it is unclear in these …

Connecting the mechanical properties of magnesium and high-entropy alloys

Z Pei - Journal of Alloys and Compounds, 2023 - Elsevier
The deformation mechanisms in individual crystal structures have been extensively studied,
such as the yielding phenomenon in face-centered-cubic (FCC) high-entropy alloys (HEAs) …

Effects of chemical short-range order and temperature on basic structure parameters and stacking fault energies in multi-principal element alloys

S Mubassira, WR Jian, S Xu - Modelling, 2024 - mdpi.com
In the realm of advanced material science, multi-principal element alloys (MPEAs) have
emerged as a focal point due to their exceptional mechanical properties and adaptability for …