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RESEARCH PAPER · Fuel · 2025

High-entropy alloy electrocatalysts for water splitting: A systematic review with perspectives on machine learning and future design strategies

Sumaira Naz, Ayesha Saeed, Asif Hussain Khoja, Hina Younis, Hira Azeem, Nida Naeem, Mustafa Anwar, Mutawara Mahmood Baig

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Open in your workspace →Saved 2026-10-14 · complete coverage
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High-entropy alloy electrocatalysts for water splitting: A systematic review with perspectives on machine learning and future design strategiesOriginalResearch progress of high-entropy alloys electrocatalysts in electrochemical water splitting: preparation, performance, mechanism and prospect0Phase-diagram-guided alloy design of Co-Cr-Ni-Ti-V-Al eutectic high-entropy alloys: Experimental establishment of a dealloying process window and process–alloy matching for alkaline HER/OER porous electrodes2Advances and challenges of low-iridium oxygen evolution catalysts for proton exchange membrane water electrolyser0Green carbon quantum dot encapsulated AlSi10Mg alloy microspheres for oxygen and hydrogen evolution reaction0Correlating severe plastic deformation, recrystallization, and dealloying-derived porosity in Al16.7Cr16.7Fe16.7Co16.7Ni33.2 EHEA for boosted HER/OER kinetics0Electrocatalytic activity of Fe50-xMn30Cr10Co10Bx (x = 0, 3, 5, 10 at.-%) multiprincipal element alloys for green hydrogen production0Data-driven and intelligent design of high-entropy alloys: A review of machine learning across composition, microstructure, and properties0Phase Formation, Microstructural Evolution, and Surface Performance of High-Entropy Alloys for Electrocatalysis and Corrosion Resistance: A Review0Review on surface reconstruction in high-entropy electrocatalysts0

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  1. Research progress of high-entropy alloys electrocatalysts in electrochemical water splitting: preparation, performance, mechanism and prospect

    Journal of Industrial and Engineering Chemistry · 2026-04-13

    Qirong Li, Yifei Chen, Dan Ye, Yongchang Zhu, Shidan Yuan, Haixiang Wang, Tao Tang

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  2. Phase-diagram-guided alloy design of Co-Cr-Ni-Ti-V-Al eutectic high-entropy alloys: Experimental establishment of a dealloying process window and process–alloy matching for alkaline HER/OER porous electrodes

    Journal of Alloys and Compounds · 2026-05-14

    Yangchuan Cai, Ziang Li, Yan Cui, Sunusi Marwana Manladan, Lisong Zhu

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  3. Advances and challenges of low-iridium oxygen evolution catalysts for proton exchange membrane water electrolyser

    Journal of Power Sources · 2026-05-27

    Noor Azira Abdul Razak, Edy Herianto Majlan, Aina Aqila Arman Alim, Maryam Taufiq Musa, Lim Bee Huah, Teuku Husaini, Rizwan Ullah, Md Ahsanul Haque

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  4. Green carbon quantum dot encapsulated AlSi10Mg alloy microspheres for oxygen and hydrogen evolution reaction

    Journal of Alloys and Compounds · 2026-05-30

    Linghesh Subramani, Gunasekaran Subramani, Govarthini Seerangan Selvam, Siva Periyasamy, Santhana Vedi, Balakrishnan Pandian, Sudeshna Aruchamy, J. Nagarjun, Dheivasigamani Thangaraju

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  5. Correlating severe plastic deformation, recrystallization, and dealloying-derived porosity in Al16.7Cr16.7Fe16.7Co16.7Ni33.2 EHEA for boosted HER/OER kinetics

    Journal of Alloys and Compounds · 2026-06-01

    Yangchuan Cai, Wenxin Feng, Yan Cui, Sunusi Marwana Manladan, Lisong Zhu

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  6. Electrocatalytic activity of Fe50-xMn30Cr10Co10Bx (x = 0, 3, 5, 10 at.-%) multiprincipal element alloys for green hydrogen production

    Materials Today Chemistry · 2026-06-04

    P. Mena-Rodríguez, L. Mujica Roncery, Laura Gabriela Torres‐Mejia, José Y. Aguilar-Hurtado, Ernesto David Gonzalez Cruz, S. Lascano, Ricardo Chávez-Vásconez, Katherine Paredes‐Gil

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  7. Data-driven and intelligent design of high-entropy alloys: A review of machine learning across composition, microstructure, and properties

    Metals Advances · 2026-07-30

    Ruixiao Zhang, Biao Chen, Ruihao Yuan, Yi Williams Wang, Jun Wang, Jinshan Li

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  8. Phase Formation, Microstructural Evolution, and Surface Performance of High-Entropy Alloys for Electrocatalysis and Corrosion Resistance: A Review

    Alloys · 2026-08-20

    Johnbosco M. Umeh, Egwu Eric Kalu

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  9. Review on surface reconstruction in high-entropy electrocatalysts

    Journal of Materials Science · 2026-10-09

    Qian Xue, Hamid Mollania, Ren He, Malik Dilshad Khan, Ahmad Ostovari Moghaddam, Jing Yu, Jordi Arbiol, Andreu Cabot

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