Recent advances and outstanding challenges for implementation of high entropy alloys as structural materials

M Slobodyan, E Pesterev, A Markov - Materials Today Communications, 2023 - Elsevier
The review summarizes some achievements of materials scientists in designing high
entropy alloys (HEAs) and develo** production routs for their industrial implementation, as …

Metallurgical aspects of high entropy alloys

SS Nene, S Sinha, DK Yadav, A Dutta - Journal of Alloys and Compounds, 2024 - Elsevier
Alloying traditionally enhances material properties by adding small amounts of secondary
elements to a primary base. Over the past decade and a half, a revolutionary strategy has …

Insight into the anti-corrosion performance of Acanthopanax senticosus leaf extract as eco-friendly corrosion inhibitor for carbon steel in acidic medium

B Liao, Z Luo, S Wan, L Chen - Journal of Industrial and Engineering …, 2023 - Elsevier
In this work, the extract of acanthopanax senticosus leaf (ASLE), prepared using one-step
pure water extraction method, is firstly utilized as a sustainable eco-friendly corrosion …

Machine-learning-guided descriptor selection for predicting corrosion resistance in multi-principal element alloys

A Roy, MFN Taufique, H Khakurel… - npj Materials …, 2022 - nature.com
More than $270 billion is spent on combatting corrosion annually in the USA alone. As such,
we present a machine-learning (ML) approach to down select corrosion-resistant alloys. Our …

Microstructure and corrosion behavior of the Ti-V-Cr-Nb high-entropy alloys in 3.5 wt% NaCl solution

JY Yao, LB Serrano, SF Santos, KR Cardoso - Corrosion Science, 2023 - Elsevier
Novel high-entropy alloys (HEAs) of the Ti (30–x) VCrNb (x)(x= 0, 5, 10, 15, and 20 at%)
system were designed, synthesized, and characterized. The microstructural features were …

Frontiers in high entropy alloys and high entropy functional materials

WT Zhang, XQ Wang, FQ Zhang, XY Cui, BB Fan… - Rare Metals, 2024 - Springer
Owing to their exceptional properties, high-entropy alloys (HEAs) and high-entropy materials
have emerged as promising research areas and shown diverse applications. Here, the …

First-principles study of surface orientation dependent corrosion of BCC iron

H **, DJ Blackwood, Y Wang, MF Ng, TL Tan - Corrosion Science, 2022 - Elsevier
Using inputs from first-principles calculations, an ab initio model was employed to
investigate crystal orientation dependent corrosion behavior of BCC iron. Results showed …

Supervised machine learning-based multi-class phase prediction in high-entropy alloys using robust databases

A Oñate, JP Sanhueza, D Zegpi, V Tuninetti… - Journal of Alloys and …, 2023 - Elsevier
This work evaluated the phase prediction capability of high entropy alloys using four
supervised machine learning models K-Nearest Neighbors (KNN), Multinomial Regression …

Understanding the impacts of L12 nanoprecipitates on the electrochemical and passive behavior of CoCrNiAlTi-type high-entropy alloys

JY Zhang, TH Chou, JX Zhang, JH Luan, YL Zhao… - Corrosion …, 2024 - Elsevier
This work investigated the effects of L1 2 nanoprecipitates on the electrochemical corrosion
behavior and passive film characteristics of CoCrNiAlTi-type high-entropy alloys (HEAs) in …

Machine learning–informed development of high entropy alloys with enhanced corrosion resistance

HC Ozdemir, A Nazarahari, B Yilmaz, D Canadinc… - Electrochimica …, 2024 - Elsevier
This study demonstrates the use of machine learning as a potential tool to efficiently develop
new biomedical alloys with improved corrosion resistance by exploring the whole …