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Recent machine learning-driven investigations into high entropy alloys: a comprehensive review
The exploration of high entropy alloys (HEAs) primarily relies on trial-and-error experiments
and multiscale modelling, which are time-consuming and resource-intensive. Recently …
and multiscale modelling, which are time-consuming and resource-intensive. Recently …
[HTML][HTML] Machine learning based prediction of Young's modulus of stainless steel coated with high entropy alloys
Abstract The High Entropy Alloy (HEA) coatings exhibit diverse properties contingent upon
their composition and microstructure, addressing current industrial requirements. Machine …
their composition and microstructure, addressing current industrial requirements. Machine …
An active learning framework assisted development of corrosion risk assessment strategies for offshore pipelines
Z Qu, X Jiang, X Zou, X Yue, Y ** high entropy alloys for superior corrosion resistance
M Zhang, C Luo, G Zhang, H Xu, G Li - Journal of Alloys and Compounds, 2024 - Elsevier
A machine learning (ML) integrated workflow was utilized to guide the design of Al-Ni co-
do** CoCrFe-based high-entropy alloys (HEAs) for improved corrosion resistance. ML …
do** CoCrFe-based high-entropy alloys (HEAs) for improved corrosion resistance. ML …
On the Surface Property–Oxidation Relationship in Refractory High‐Entropy Alloys
In this study, oxidation behavior in as‐cast polycrystalline HfNbTaTi3, HfNbTaTiZr,
HfMoTaTiZr, and NbMoTaTiZr refractory high‐entropy alloys (RHEAs), and the amorphous …
HfMoTaTiZr, and NbMoTaTiZr refractory high‐entropy alloys (RHEAs), and the amorphous …
[HTML][HTML] From Pairwise Comparisons of Complex Behavior to an Overall Performance Rank: A Novel Alloy Design Strategy
A method is developed to exploit data on complex materials behaviors that are impossible to
tackle by conventional machine learning tools. A pairwise comparison algorithm is used to …
tackle by conventional machine learning tools. A pairwise comparison algorithm is used to …
Overcoming sparse datasets with Multi-Task Learning as applied to High Entropy Alloys
The design of novel High Entropy Alloys for use in high-temperature applications is an area
of active interest due to their potential to provide exceptional properties compared to …
of active interest due to their potential to provide exceptional properties compared to …
The influence of the cooling rate on the structure and corrosion properties of the multicomponent high-entropy alloy CoCrFeMnNiBe
Samples of the multicomponent high-entropy alloy CoCrFeMnNiBe were obtained by the
methods of casting and melt-quenching, and their phase composition and electrochemical …
methods of casting and melt-quenching, and their phase composition and electrochemical …
Синтез електролітичних потрійних сплавів з високою мікротвердістю
Т Ненастіна, М Сахненко… - … : Нові рішення у …, 2024 - vestnik2079-5459.khpi.edu.ua
Анотація Електроосадження електролітичних сплавів, що складаються з металів
підгрупи заліза і цирконію, дозволяє отримувати покриття з унікальним поєднанням …
підгрупи заліза і цирконію, дозволяє отримувати покриття з унікальним поєднанням …