Recent progress in high-entropy alloys: A focused review of preparation processes and properties
B Yu, Y Ren, Y Zeng, W Ma, K Morita, S Zhan… - Journal of Materials …, 2024 - Elsevier
In recent years, high-entropy alloys (HEAs) have attracted tremendous attention in various
fields. With multiple-principal elements and multiple core effects, giving them different …
fields. With multiple-principal elements and multiple core effects, giving them different …
Critical review of high-entropy alloys for catalysts: Design, synthesis, and applications
L Luo, H Han, L Chen, D Feng, L Li, T Zhai… - International Journal of …, 2024 - Elsevier
The vast scope of the compositional tuning of high-entropy alloys (HEAs) allows for the
development of key materials with diverse properties and target attributes. The high catalytic …
development of key materials with diverse properties and target attributes. The high catalytic …
Screening of Cu-Mn-Ni-Zn high-entropy alloy catalysts for CO2 reduction reaction by machine-learning-accelerated density functional theory
Abstract High-entropy-alloy (HEA) catalysts have been used in many challenging
electrocatalytic reactions, eg, CO 2 reduction reaction (CO 2 RR) due to their promising …
electrocatalytic reactions, eg, CO 2 reduction reaction (CO 2 RR) due to their promising …
Active learning driven discovery of novel alloyed catalysts for selective ammonia oxidation
Alloy catalysts design faces the contradiction of small sample and huge screen space,
especially in rational design with multi-objective and multi-constraints. Here, we conduct the …
especially in rational design with multi-objective and multi-constraints. Here, we conduct the …
State-of-the-art review on various applications of machine learning techniques in materials science and engineering
BW Yu, LQ Zhang, X Ye, Y Wang, HY Ying… - Chemical Engineering …, 2024 - Elsevier
Materials are the foundation of economy, and the development of novel materials is
essential to the growth of contemporary science and technological innovation. The …
essential to the growth of contemporary science and technological innovation. The …
[HTML][HTML] Machine Learning Guides the Discovery of High-Performance HEA Catalysts
J Wang, M Wei, J Zhang - 2024 - intechopen.com
High performance catalysts are crucial to generating clean fuels, reducing the impact of
global warming, and providing solutions to environmental pollution. Improved processes for …
global warming, and providing solutions to environmental pollution. Improved processes for …