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High-entropy materials for energy and electronic applications
High-entropy materials (HEMs) hold promise for a variety of applications because their
properties can be readily tailored by selecting specific elements and altering stoichiometry …
properties can be readily tailored by selecting specific elements and altering stoichiometry …
High-entropy nanoparticles: Synthesis-structure-property relationships and data-driven discovery
High-entropy nanoparticles have become a rapidly growing area of research in recent years.
Because of their multielemental compositions and unique high-entropy mixing states (ie …
Because of their multielemental compositions and unique high-entropy mixing states (ie …
Feature dimensionality reduction: a review
W Jia, M Sun, J Lian, S Hou - Complex & Intelligent Systems, 2022 - Springer
As basic research, it has also received increasing attention from people that the “curse of
dimensionality” will lead to increase the cost of data storage and computing; it also …
dimensionality” will lead to increase the cost of data storage and computing; it also …
Machine learning for alloys
Alloy modelling has a history of machine-learning-like approaches, preceding the tide of
data-science-inspired work. The dawn of computational databases has made the integration …
data-science-inspired work. The dawn of computational databases has made the integration …
Corrosion and passive behavior of AlxCrFeNi3− x (x= 0.6, 0.8, 1.0) eutectic high entropy alloys in chloride environment
The corrosion and passive behavior of the as-cast Al x CrFeNi 3− x (x= 0.6, 0.8, 1.0 in molar
ratio) high entropy alloys in 3.5 wt% NaCl solution at room temperature was investigated by …
ratio) high entropy alloys in 3.5 wt% NaCl solution at room temperature was investigated by …
High-entropy ceramics
Disordered multicomponent systems, occupying the mostly uncharted centres of phase
diagrams, were proposed in 2004 as innovative materials with promising applications. The …
diagrams, were proposed in 2004 as innovative materials with promising applications. The …
A machine learning-based alloy design system to facilitate the rational design of high entropy alloys with enhanced hardness
Trapped by time-consuming traditional trial-and-error methods and vast untapped
composition space, efficiently discovering novel high entropy alloys (HEAs) with exceptional …
composition space, efficiently discovering novel high entropy alloys (HEAs) with exceptional …
Controllable synthesis of high-entropy alloys
J Liang, G Cao, M Zeng, L Fu - Chemical Society Reviews, 2024 - pubs.rsc.org
High-entropy alloys (HEAs) involving more than four elements, as emerging alloys, have
brought about a paradigm shift in material design. The unprecedented compositional …
brought about a paradigm shift in material design. The unprecedented compositional …
Alloy development and process innovations for light metals casting
The combination of light metals (aluminum, magnesium and titanium) and innovative casting
processes provides cost-effective technologies to produce lightweight components and …
processes provides cost-effective technologies to produce lightweight components and …
High-throughput design of high-performance lightweight high-entropy alloys
Develo** affordable and light high-temperature materials alternative to Ni-base
superalloys has significantly increased the efforts in designing advanced ferritic superalloys …
superalloys has significantly increased the efforts in designing advanced ferritic superalloys …