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 …
High-entropy alloys: emerging materials for advanced functional applications
Accompanied by enhancements in the ability to fabricate materials for humans, alloy-based
materials have advanced from binary alloy systems to complicated compositions along with …
materials have advanced from binary alloy systems to complicated compositions along with …
Light-weight refractory high-entropy alloys: A comprehensive review
In recent years, high-entropy alloys (HEAs) have become a research hotspot in materials
community, and great progress has been made in exploring various high-performance …
community, and great progress has been made in exploring various high-performance …
Machine-learning phase prediction of high-entropy alloys
High-entropy alloys (HEAs) have been receiving intensive attention due to their unusual
properties that largely depend on the selection among three phases: solid solution (SS) …
properties that largely depend on the selection among three phases: solid solution (SS) …
A comprehensive review: recent progress on magnetic high entropy alloys and oxides
Alloys-based materials have now become advanced from conventional alloys to multi-
principal elements and open new areas of applications. High Entropy Alloys are drawn …
principal elements and open new areas of applications. High Entropy Alloys are drawn …
High-entropy alloys: a critical assessment of their founding principles and future prospects
EJ Pickering, NG Jones - International Materials Reviews, 2016 - journals.sagepub.com
High-entropy alloys (HEAs) are a relatively new class of materials that have gained
considerable attention from the metallurgical research community over recent years. They …
considerable attention from the metallurgical research community over recent years. They …
The integral role of high‐entropy alloys in advancing solid‐state hydrogen storage
High‐entropy alloys (HEAs) have emerged as a groundbreaking class of materials poised to
revolutionize solid‐state hydrogen storage technology. This comprehensive review delves …
revolutionize solid‐state hydrogen storage technology. This comprehensive review delves …
Mechanical properties of refractory high-entropy alloys: Experiments and modeling
Refractory high-entropy alloys hold the potential for high-temperature applications beyond
the capability of the state-of-the-art Ni-based superalloys, and thus, it is important to study …
the capability of the state-of-the-art Ni-based superalloys, and thus, it is important to study …
[HTML][HTML] A machine-learning approach to predicting and understanding the properties of amorphous metallic alloys
There is a pressing need to shorten the development period for new materials possessing
desired properties. For example, bulk metallic glasses (BMGs) are a unique class of alloy …
desired properties. For example, bulk metallic glasses (BMGs) are a unique class of alloy …
[HTML][HTML] Phase stability in high entropy alloys: Formation of solid-solution phase or amorphous phase
GUO Sheng, CT Liu - Progress in Natural Science: Materials International, 2011 - Elsevier
The alloy design for equiatomic multi-component alloys was rationalized by statistically
analyzing the atomic size difference, mixing enthalpy, mixing entropy, electronegativity …
analyzing the atomic size difference, mixing enthalpy, mixing entropy, electronegativity …