High-Entropy Alloys as a Discovery Platform for Electrocatalysis

Nanostructured High‐Entropy Alloys with Multiple Principal Elements: Novel Alloy Design Concepts and Outcomes

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Origin of the Overpotential for Oxygen Reduction at a Fuel-Cell Cathode

Nørskov, J. K., Rossmeisl, J., Logadottir, A., Lindqvist, L., Kitchin, J. R., Bligaard, T., & Jónsson, H. (2004) · The Journal of Physical Chemistry B · doi:10.1021/jp047349j · Cited by 13,153

Microstructural development in equiatomic multicomponent alloys

Cantor, B., Chang, I. T. H., Knight, P., & Vincent, A. J. B. (2004) · Materials Science and Engineering A · doi:10.1016/j.msea.2003.10.257 · Cited by 10,215

A critical review of high entropy alloys and related concepts

Miracle, D. B., & Senkov, O. N. (2016) · Acta Materialia · doi:10.1016/j.actamat.2016.08.081 · Cited by 9,065

Improved adsorption energetics within density-functional theory using revised Perdew-Burke-Ernzerhof functionals

Hammer, B., Hansen, L. B., & Nørskov, J. K. (1999) · Physical Review B · doi:10.1103/physrevb.59.7413 · Cited by 8,270

The atomic simulation environment—a Python library for working with atoms

Larsen, A. H., Mortensen, J. J., Blomqvist, J., Castelli, I. E., Christensen, R., Dułak, M., Friis, J., Groves, M. N., Hammer, B., Hargus, C., et al. (2017) · Journal of Physics Condensed Matter · doi:10.1088/1361-648x/aa680e · Cited by 4,790

Improved Oxygen Reduction Activity on Pt 3 Ni(111) via Increased Surface Site Availability

Stamenkovic, V. R., Fowler, B., Mun, B. S., Wang, G., Ross, P. N., Lucas, C. A., & Marković, N. M. (2007) · Science · doi:10.1126/science.1135941 · Cited by 4,421

Theoretical surface science and catalysis—calculations and concepts

Hammer, B., & Nørskov, J. K. (2000) · Advances in Catalysis · doi:10.1016/s0360-0564(02)45013-4 · Cited by 3,972

Solid‐Solution Phase Formation Rules for Multi‐component Alloys

Zhang, Y., Zhou, Y., Lin, J., Chen, G. L., & Liaw, P. K. (2008) · Advanced Engineering Materials · doi:10.1002/adem.200700240 · Cited by 3,484

Alloys of platinum and early transition metals as oxygen reduction electrocatalysts

Greeley, J., Stephens, I. E. L., Bondarenko, A. S., Johansson, T. P., Hansen, H. A., Jaramillo, T. F., Rossmeisl, J., Chorkendorff, I., & Nørskov, J. K. (2009) · Nature Chemistry · doi:10.1038/nchem.367 · Cited by 3,203

A universal screening strategy for the accelerated design of superior oxygen evolution/reduction electrocatalysts

Kim, D. Y., Ha, M., & Kim, K. S. (2021) · Journal of Materials Chemistry A · doi:10.1039/d0ta02425b · Cited by 33

High entropy alloy electrocatalyst synthesized using plasma ionic liquid reduction

Lee, G., Nguyen, N.-A., Nguyen, V., Larina, L. L., Chuluunbat, E., Park, E., Kim, J., Choi, H., & Keidar, M. (2022) · Journal of Solid State Chemistry · doi:10.1016/j.jssc.2022.123388 · Cited by 33

Insights into the formation and growth of high entropy PdPtSnPbNi nanowires to obtain catalysts with high alcohol electrocatalytic oxidation activity

Hu, M., Li, J., Liu, T., Wu, Z., & Du, Y. (2024) · Journal of Colloid and Interface Science · doi:10.1016/j.jcis.2024.07.049 · Cited by 31

Noble metal-free XFeCoNiCu (X = Cr, Mg, and Mn) high entropy alloys for efficient ORR/OER bifunctional catalysis

Chen, Q., Shi, L., Xu, G., Hu, M., Mao, P., & Yao, Z. (2025) · Colloids and Surfaces A Physicochemical and Engineering Aspects · doi:10.1016/j.colsurfa.2025.136106 · Cited by 31

Advanced theoretical modeling methodologies for electrocatalyst design in sustainable energy conversion

Wang, T., Wu, Q., Han, Y., Guo, Z., Chen, J., & Liu, C. (2025) · Applied Physics Reviews · doi:10.1063/5.0235572 · Cited by 31

Machine learning accelerated descriptor design for catalyst discovery in CO2 to methanol conversion

Pisal, P. S., Krejčí, O., & Rinke, P. (2025) · npj Computational Materials · doi:10.1038/s41524-025-01664-9 · Cited by 31

Insight Into High Entropy Compounds: Advances, Challenges and Energy Applications

Sun, J. P., Liu, W., Liang, F., Liu, R., Yao, Y., Zou, Q., Dong, P., & Wang, S. (2025) · Advanced Functional Materials · doi:10.1002/adfm.202510855 · Cited by 31

Metal Nanocrystal Formation during Liquid Phase Transmission Electron Microscopy: Thermodynamics and Kinetics of Precursor Conversion, Nucleation, and Growth

Woehl, T. J. (2020) · Chemistry of Materials · doi:10.1021/acs.chemmater.0c01360 · Cited by 31

Optimizing the Catalytic Activity of Pd-Based Multinary Alloys toward Oxygen Reduction Reaction

Saidi, W. A. (2022) · The Journal of Physical Chemistry Letters · doi:10.1021/acs.jpclett.1c04128 · Cited by 31

Heterogeneous high-entropy catalyst nanoparticles for oxygen evolution reaction: Impact of oxygen and fluorine introduction

Peng, Y., An, Y., Feng, C., Liu, Y., Liu, S., Gao, L., Zhou, Y., Li, X., Li, P., & Zeng, F. (2023) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2023.09.143 · Cited by 31

Long‐Range SECCM Enables High‐Throughput Electrochemical Screening of High Entropy Alloy Electrocatalysts at Up‐To‐Industrial Current Densities

Tetteh, E. B., Krysiak, O. A., Savan, A., Kim, M., Zerdoumi, R., Chung, T. D., Ludwig, A., & Schuhmann, W. W. (2023) · Small Methods · doi:10.1002/smtd.202301284 · Cited by 33

Reconstruction of High Entropy Alloys on a Metal–Organic Framework Approaching Active Oxygen Reduction Electrocatalysts

Liang, J., Ma, Y., Li, Y., Zhang, W., Hu, H., Su, J., Yao, Z., Gao, W., Shang, W., Deng, T., et al. (2024) · Nano Letters · doi:10.1021/acs.nanolett.4c01278 · Cited by 30

High-entropy materials for photocatalysis

Huang, R., Zhao, H., & Chen, Z. (2024) · Nano Materials Science · doi:10.1016/j.nanoms.2024.09.002 · Cited by 31

Tailored high-entropy alloy nanomaterials for electrocatalytic applications

Wang, C., Wang, Y., Xiong, Y., Hao, F., Liu, F., Guo, L., Meng, X., Siu, C., & Fan, Z. (2025) · EnergyChem · doi:10.1016/j.enchem.2025.100155 · Cited by 32

Autonomous high-throughput computations in catalysis

Steinmann, S. N., Hermawan, A., Jassar, M. B., & Seh, Z. W. (2022) · Chem Catalysis · doi:10.1016/j.checat.2022.02.009 · Cited by 32

Conformal Noble Metal High-Entropy Alloy Nanofilms by Atomic Layer Deposition for an Enhanced Hydrogen Evolution Reaction

Jing, L., Zou, Y., Goei, R., Wang, L., Ong, A. J., Kurkin, A., Li, Y., Tan, K. W., & Tok, A. I. Y. (2023) · Langmuir · doi:10.1021/acs.langmuir.2c03367 · Cited by 30

The more the better: on the formation of single-phase high entropy alloy nanoparticles as catalysts for the oxygen reduction reaction

Pittkowski, R. K., Clausen, C. M., Chen, Q., Stoian, D. C., van Beek, W., Bucher, J., Welten, R. L., Schlegel, N., Mathiesen, J. K., Nielsen, T. M., et al. (2023) · EES Catalysis · doi:10.1039/d3ey00201b · Cited by 30

ALD-made noble metal high entropy alloy nanofilm with sub-surface amorphization for enhanced hydrogen evolution

Zou, Y., Jing, L., Zhang, J., Luo, S., Wang, L., Li, Y., Goei, R., Tan, K. W., & Tok, A. I. Y. (2024) · Journal of Materials Chemistry A · doi:10.1039/d3ta05908a · Cited by 29

Unraveling Reactivity Origin of Oxygen Reduction at High-Entropy Alloy Electrocatalysts with a Computational and Data-Driven Approach

Huang, Y., Wang, S., Wang, X., Omidvar, N., Achenie, L. E. K., Skrabalak, S. E., & Xin, H. (2024) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.4c01630 · Cited by 29

Platinum‐Group Metal High‐Entropy Selenides for the Hydrogen Evolution Reaction

Deng, X., Kusada, K., Yamamoto, T., Toriyama, T., Murakami, Y., Tseng, J., Yamada, H., Sakata, O., Ashitani, H., Kawaguchi, S., et al. (2024) · Angewandte Chemie International Edition · doi:10.1002/anie.202414786 · Cited by 29

Recent advances in high-entropy alloys for electrocatalysis: From rational design to functional performance

Jiménez-Arévalo, V. M., Mártín, P., Sepúlveda, M. F., Azócar, M., Zhou, X., Madrid, F. M. G., Ramirez, C. G., Zagal, J. H., & Paez, M. A. (2025) · Materials & Design · doi:10.1016/j.matdes.2025.114633 · Cited by 29

Local Order in AgAuCuPdPt High-Entropy Alloy Surfaces

Kristoffersen, H. H., & Rossmeisl, J. (2022) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.2c00478 · Cited by 29

Graphene-confined ultrafast radiant heating for high-loading subnanometer metal cluster catalysts

Han, Y., Yi, J., Pang, B., Wang, N., Li, X., Yao, T., Novoselov, K. S., & Tian, Z. (2023) · National Science Review · doi:10.1093/nsr/nwad081 · Cited by 29

Emerging Pt-based intermetallic nanoparticles for the oxygen reduction reaction

Guan, J., Dong, D., Khan, N. A., & Zheng, Y. H. (2024) · Chemical Communications · doi:10.1039/d3cc05611b · Cited by 28

Scaling Relations on High-Entropy Alloy Catalyst Surfaces

Hutu, A.-I., Pervolarakis, E., Remediakis, I. N., Kristoffersen, H. H., & Rossmeisl, J. (2024) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.4c01292 · Cited by 28

Electrochemical performance of in-situ electrodeposited spinel-structured high entropy oxides/NiFeCuMoMn-high entropy alloy multiphase electrocatalysts for seawater electrolysis

Kang, N., Ma, H., Chu, M., Jiang, X., Liu, Z., Feng, X., Feng, X., Liu, X., & Xie, G. (2024) · Electrochimica Acta · doi:10.1016/j.electacta.2024.144931 · Cited by 28

Physics-informed, dual-objective optimization of high-entropy-alloy nanozymes by a robotic AI chemist

Luo, M., Xie, Z., Li, H., Zhang, B., Cao, J., Huang, Y., Qu, H., Zhu, Q., Chen, L., Jiang, J., et al. (2025) · Matter · doi:10.1016/j.matt.2025.102009 · Cited by 28

All Iron‐Group and Platinum‐Group Elements Metal High‐Entropy Alloy Nanoparticles

Mahin, J., Kusada, K., Mukoyoshi, M., Yamamoto, T., Toriyama, T., Murakami, Y., Sakata, O., Kawaguchi, S., Ashitani, H., Kubota, Y., et al. (2025) · Angewandte Chemie International Edition · doi:10.1002/anie.202502552 · Cited by 28

Surface Engineering‐Induced d‐Band Center Down‐Regulation in High‐Entropy Alloy Nanowires for Enhanced Nanozyme Catalysis

Feng, K., Wang, H., Zhou, S., Zhang, W., Gong, C., He, Y., Wang, Y., Dai, W., Li, J., Zhang, Z., et al. (2025) · Advanced Science · doi:10.1002/advs.202502354 · Cited by 28

High-entropy materials for electrocatalytic oxygen reduction reaction

Liang, Z., Yang, Y., Tao, Z., Gao, R., Chen, Y., & Li, P. (2025) · Journal of Materials Chemistry A · doi:10.1039/d5ta03392f · Cited by 32

Machine-learning guided design of non-precious-metal high-entropy electrocatalysts for alkaline hydrogen evolution

Zhen, S., Wang, Y., Wang, Y., Wang, J., Niu, X., Li, K., Su, D., Duan, H., Jia, B., Qin, M., et al. (2025) · eScience · doi:10.1016/j.esci.2025.100484 · Cited by 28

Tailoring high-entropy alloys for cutting-edge hydrogen evolution electrocatalysis

Najafabadi, A. H., Behmadi, R., He, Y., Kamyab, H., & Vasseghian, Y. (2025) · Sustainable materials and technologies · doi:10.1016/j.susmat.2025.e01655 · Cited by 29

High-throughput and machine-learning accelerated design of high entropy alloy catalysts

Chen, Z., Chen, L., Gariepy, Z., Yao, X., & Singh, C. V. (2022) · Trends in Chemistry · doi:10.1016/j.trechm.2022.03.010 · Cited by 28

Synthesizing multicomponent AlCrFeCuNi nanoparticles by joint electrical explosion of wires

Suliz, K. V., Miller, A. A., Иванов, К. В., & Первиков, А. В. (2022) · Powder Technology · doi:10.1016/j.powtec.2022.117491 · Cited by 28

Application of platinum-based high-entropy-alloy nanoparticles for electro-oxidation of formic acid and glycerol

Li, Y., Hong, J., & Shen, Y. (2024) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2024.07.229 · Cited by 27

Research Progress of Pt-Based Catalysts toward Cathodic Oxygen Reduction Reactions for Proton Exchange Membrane Fuel Cells

Chen, Y., Huang, Z., Yu, J., Wang, H., Qin, Y., Xing, L., & Du, L. (2024) · Catalysts · doi:10.3390/catal14090569 · Cited by 29

High entropy 2D metals sulfides: Fast synthesis, exfoliation and electrochemical activity in overall water splitting at alkaline pH

Buravets, V., Miliutina, E., Burtsev, V., Severa, K., Shilenko, V., Rosenkranzová, J., Hönicke, P., Hrbek, T., Švorčı́k, V., & Lyutakov, O. (2024) · Applied Surface Science · doi:10.1016/j.apsusc.2024.161600 · Cited by 27

Efficient dual-phase PtNiCuMnMo high-entropy alloy electrocatalyst for alkaline hydrogen evolution reaction

Gu, T., Yu, F., Yu, Z., Qi, Y. H., Li, Y., Miao, F., & Yan, Z. (2025) · Journal of Colloid and Interface Science · doi:10.1016/j.jcis.2025.02.134 · Cited by 27

Designing multinary noble metal‐free catalyst for hydrogen evolution reaction

Saidi, W. A., Nandi, T., & Yang, T. T. (2022) · Electrochemical Science Advances · doi:10.1002/elsa.202100224 · Cited by 27

Density Functional Theory-Machine Learning Characterization of the Adsorption Energy of Oxygen Intermediates on High-Entropy Alloys Made of Earth-Abundant Metals

Yuan, G., Wu, M., & Pestana, L. R. (2023) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.3c03404 · Cited by 27

Rational design of Ni-induced NC @Mo2C@MoS2 sphere electrocatalyst for efficient hydrogen evolution reaction in acidic and alkaline media

Gong, L., Mu, X., Li, Q., Ma, L., Xiong, Y., & Li, R. (2020) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2020.11.046 · Cited by 27

Surface segregation in the AgAuCuPdPt high entropy alloy: insights from molecular simulations

Dahale, C., Srinivasan, S. G., Mishra, S., Maiti, S., & Rai, B. (2022) · Molecular Systems Design & Engineering · doi:10.1039/d2me00045h · Cited by 26

A fine 3d transition metal regulation strategy toward high-entropy alloy mesoporous nanotubes as efficient electrocatalysts

Liu, Q., Zhao, Y., Pan, H. B., Wang, J., Sun, K., & Gao, F. (2023) · Chemical Engineering Journal · doi:10.1016/j.cej.2023.147099 · Cited by 26

Improving the machinability of the high-entropy alloy CoCrFeMnNi by in-situ laser-assisted diamond turning

Du, H., Wang, Y., Li, Y., Yin, S., Li, D., Yip, W. S., & To, S. (2023) · Journal of Materials Research and Technology · doi:10.1016/j.jmrt.2023.11.119 · Cited by 26

Regulation of electrocatalytic properties of high entropy alloy electrocatalysts for the oxygen evolution reaction

wang, K., Wang, G., Liu, Y., Cai, Q., chen, X., Zhang, L., & Lv, X. (2024) · Journal of Materials Chemistry A · doi:10.1039/d4ta04984e · Cited by 28

Activating the Basal Plane of 2D Transition Metal Dichalcogenides via High-Entropy Alloying

Akhound, M. A., Jacobsen, K. W., & Thygesen, K. S. (2025) · Journal of the American Chemical Society · doi:10.1021/jacs.4c13863 · Cited by 27

Regulating the electronic modulation configuration of MnxFeCoNiCu high entropy alloy for reliable sulfur redox kinetics

Yu, Y., Xie, Q., Li, X., Yuan, Z., Zhang, H., Wang, Y., Yao, Y., & Lei, W. (2024) · Applied Catalysis B: Environmental · doi:10.1016/j.apcatb.2024.124788 · Cited by 26

Bayesian Learning Aided Theoretical Optimization of IrPdPtRhRu High Entropy Alloy Catalysts for the Hydrogen Evolution Reaction

Huang, L., Gariepy, Z., Halpren, E., Du, L., Shan, C. H., Yang, C. C., Chen, Z., & Singh, C. V. (2024) · Small Methods · doi:10.1002/smtd.202401224 · Cited by 26

High-entropy materials regulating lithium polysulfides for advanced lithium-sulfur batteries

Wang, T., Tan, X., Ma, Y., Ma, Y., & Wu, Y. (2025) · Chemical Engineering Journal · doi:10.1016/j.cej.2025.165580 · Cited by 26

High entropy alloys for advanced electrocatalysis with computational insights and multidisciplinary design strategies

Guo, B., Zhou, Z., Sun, W., & Hu, X. (2025) · iScience · doi:10.1016/j.isci.2025.113577 · Cited by 26

Navigating Complexity to Design Nanostructured High‐Entropy Alloy Catalysts

Zheng, X., Wang, T., Lu, Y., Hao, J., Gao, G., Guangming, W., Zhuang, Z. C., & Zhu, H. (2025) · Advanced Energy Materials · doi:10.1002/aenm.202504545 · Cited by 26

Synthesis of 4H-phase high-entropy alloys for electrocatalysis

Li, Z., Zhang, A., Chen, C., Yang, H., Sun, M., Zhang, Q., Xi, S., Zhai, L., Long, X., Li, L., et al. (2026) · Nature Materials · doi:10.1038/s41563-026-02562-1 · Cited by 26

Overcoming Immiscibility via a Milliseconds-Long “Shock” Synthesis toward Alloyed Nanoparticles

Yao, Y., Dong, Q., & Hu, L. (2019) · Matter · doi:10.1016/j.matt.2019.11.006 · Cited by 26

Enhanced Hydrogen Evolution Performance at the Lateral Interface between Two Layered Materials Predicted with Machine Learning

Pham, T. H., Kim, E., Min, K., & Shin, Y. (2023) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.3c03323 · Cited by 26

Toward Next-Generation Heterogeneous Catalysts: Empowering Surface Reactivity Prediction with Machine Learning

Liu, X., & Peng, H. (2024) · Engineering · doi:10.1016/j.eng.2023.07.021 · Cited by 27

Self-supported FeCoNiCuP high-entropy alloy nanosheet arrays for efficient glycerol oxidation and hydrogen evolution in seawater electrolytes

Song, L., Ma, C., Shi, P., Zhu, X., Qu, K., Zhu, L., Lu, Q., & Wang, A. (2024) · Green Chemistry · doi:10.1039/d4gc02517b · Cited by 25

Dynamic Behavior of Pt Multimetallic Alloys for Active and Stable Propane Dehydrogenation Catalysts

Werghi, B., Saini, S., Chung, P., Kumar, A., Ebrahim, A. M., Abels, K., Chi, M., Abild‐Pedersen, F., Bare, S. R., & Cargnello, M. (2024) · Journal of the American Chemical Society · doi:10.1021/jacs.4c09424 · Cited by 25

High entropy powering green energy: hydrogen, batteries, electronics, and catalysis

Qiu, G., Li, T., Xiao, X. R., Liu, Y., Niyogi, M., Cariaga, K., & Oses, C. (2025) · npj Computational Materials · doi:10.1038/s41524-025-01594-6 · Cited by 29

Inverse design of catalytic active sites via interpretable topology-based deep generative models

Wang, B., Zheng, S., Wu, J., Li, J., & Pan, F. M. (2025) · npj Computational Materials · doi:10.1038/s41524-025-01649-8 · Cited by 27

AI for Complex Catalytic Systems: High-Entropy Alloys in Electrocatalytic Acetylene Semihydrogenation

Tan, Z. W., Li, X., Bai, R., Guo, C., Han, X. Y., Shi, Q., Zhang, J., & Li, H. (2025) · ACS Catalysis · doi:10.1021/acscatal.5c04236 · Cited by 25

Colloidal surfactant-free syntheses of precious metal nanoparticles for electrocatalysis

Quinson, J. (2022) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2022.100977 · Cited by 26

Design of platinum single-atom doped metal nanoclusters as efficient oxygen reduction electrocatalysts by coupling electronic descriptor

Liu, Q., Wang, X., Li, L., Song, K., Qian, P., & Feng, Y. P. (2022) · Nano Research · doi:10.1007/s12274-022-4343-1 · Cited by 25

Facile Synthesis of FeCoNiCuIr High Entropy Alloy Nanoparticles for Efficient Oxygen Evolution Electrocatalysis

Cai, C., Xin, Z., Zhang, X., Cui, J. N., Lv, H., Ren, W., Gao, C., & Cai, B. (2022) · Catalysts · doi:10.3390/catal12091050 · Cited by 25

Active learning of ternary alloy structures and energies

Deshmukh, G., Wichrowski, N. J., Evangelou, N., Ghanekar, P. G., Deshpande, S., Kevrekidis, I. G., & Greeley, J. (2024) · npj Computational Materials · doi:10.1038/s41524-024-01256-z · Cited by 25

Recent progress in high‐entropy nanocatalysts

Kuang, L., Zhang, L., Li, H., Qin, H., Chi, H., Liu, J., Zhang, J., Yan, F., & Xiao, X. (2024) · cMat · doi:10.1002/cmt2.26 · Cited by 26

Alloy Catalysts for Electrochemical Nitrate Reduction to Ammonia

Zhang, R., Ma, X., Zhang, S., Li, Q., Zhao, Y., & Zhi, C. (2025) · ChemElectroChem · doi:10.1002/celc.202400499 · Cited by 24

Fresh perspectives and insights into the challenges and opportunities in the emerging high-entropy electrocatalysts

He, C., Pan, D., Li, X., Lu, Z., Chen, K., Wang, G., Zhang, Z., Zhang, H., Zhang, Y., & Wen, Z. (2025) · Coordination Chemistry Reviews · doi:10.1016/j.ccr.2025.216496 · Cited by 24

Exploring the physical origin of the electrocatalytic performance of an amorphous alloy catalyst via machine learning accelerated DFT study

Gao, S., Zhen, H., Wen, B., Ma, J., & Zhang, X. (2022) · Nanoscale · doi:10.1039/d1nr07661b · Cited by 24

Rationally Tailoring Catalysts for the CO Oxidation Reaction by Using DFT Calculations

Yan, D., Kristoffersen, H. H., Pedersen, J. K., & Rossmeisl, J. (2021) · ACS Catalysis · doi:10.1021/acscatal.1c04331 · Cited by 24

Local supermetastable active structure via electrochemical reconstruction toward electrooxidation process

Ji, Z., Yuan, W., Zhao, S., Wang, T., Umer, S., Ding, S., Liu, J., Liu, J., Zhao, Y., & Hu, W. (2023) · Chem Catalysis · doi:10.1016/j.checat.2022.100501 · Cited by 24

Activating Main-Group Mg Atomic Sites within Tri-s-triazine for Photocatalytic H2O Overall Splitting: Dynamic Mechanism and Performance

Chen, F., Wang, J., Yang, S., Jiang, S., Sun, C., & Song, S. (2023) · ACS Catalysis · doi:10.1021/acscatal.2c06278 · Cited by 24

Phase Diagrams of Alloys and Their Hydrides via On-Lattice Graph Neural Networks and Limited Training Data

Witman, M. D., Bartelt, N. C., Ling, S., Guan, P.-W., Way, L., Allendorf, M. D., & Stavila, V. (2024) · The Journal of Physical Chemistry Letters · doi:10.1021/acs.jpclett.3c03369 · Cited by 24

Rapid synthesis of an OER catalytic surface on dual-phase high-entropy alloys via a controllable single-phase corrosion approach

Xu, Y., Li, J., Chen, W., Zhou, J., He, S., Zhu, C., Liu, H., & Hua, Z. (2024) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2024.02.344 · Cited by 24

Towards Rational Design of Confined Catalysis in Carbon Nanotube by Machine Learning and Grand Canonical Monte Carlo Simulations

Yang, C., Fu, X., Luan, D., & Xiao, J. (2024) · Angewandte Chemie International Edition · doi:10.1002/anie.202421552 · Cited by 23

Unusual two-step dealloying mechanism of nanoporous TiVNbMoTa high-entropy alloy during liquid metal dealloying

Joo, S., Okulov, I. V., & Kato, H. (2021) · Journal of Materials Research and Technology · doi:10.1016/j.jmrt.2021.08.100 · Cited by 23

Self-supported AlFeNiCoMo high-entropy alloy with micropillar array structure for efficient oxygen evolution reaction

Wang, Q., Li, Y., Yang, Y., Zhang, X., Guo, Y., Jia, Z., & Shen, B. (2022) · APL Materials · doi:10.1063/5.0117046 · Cited by 23

Complex Alloy and Heterostructure Nanoparticles Derived from Perovskite Oxide Precursors for Catalytic Dry Methane Reforming

Shah, S., Xu, M., Pan, X. Q., & Gilliard‐AbdulAziz, K. L. (2022) · ACS Applied Nano Materials · doi:10.1021/acsanm.2c03857 · Cited by 23

Resolving Atomic-Scale Structure and Chemical Coordination in High-Entropy Alloy Electrocatalysts for Structure–Function Relationship Elucidation

Subhash, B., Unocic, R. R., Lie, W. H., Gallington, L. C., Wright, J., Cheong, S., Tilley, R. D., & Bedford, N. M. (2023) · ACS Nano · doi:10.1021/acsnano.3c03884 · Cited by 23

High‐Throughput Designed and Laser‐Etched NiFeCrVTi High‐Entropy Alloys with High Catalytic Activities and Corrosion Resistance for Hydrogen Evolution in Seawater

Liu, Z., Li, H., Yang, C., Jiang, M. H., Zhang, J., & Fu, C. (2023) · Small · doi:10.1002/smll.202309078 · Cited by 23

Breaking scaling relations in electrocatalysis

Masa, J., & Schuhmann, W. W. (2020) · Journal of Solid State Electrochemistry · doi:10.1007/s10008-020-04757-1 · Cited by 24

Fabrication of porous high-entropy Mn-Fe-Co-Ni-Cu-Zn alloys by vapor phase dealloying

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Photochemical construction of the ZnCdS/PO/FeCoNiPi–MnO composite for efficient tandem application of photocatalytic partial water splitting and overall water splitting

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Machine learning accelerated DFT research on platinum-modified amorphous alloy surface catalysts

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Electrodeposition of multi-component alloys: Thermodynamics, kinetics and mechanism

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Built-in stimuli-responsive designs for safe and reliable electrochemical energy storage devices—A review

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Use of a high-entropy oxide as an oxygen carrier for chemical looping

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Computational Screening of Pt-Skin Oxygen Reduction Reaction Electrocatalyst Supported by Random Solid-Solution PtPdRhIrRu Alloy

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Unraveling Reactivity Origin of Oxygen Reduction at High-Entropy Alloy Electrocatalysts with a Computational and Data-Driven Approach

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Inverse design and discovery of high entropy alloy catalysts for efficient oxygen evolution reaction

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