Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

Advertisement

Nature Communications
  • View all journals
  • Search
  • My Account Login
  • Content Explore content
  • About the journal
  • Publish with us
  • Sign up for alerts
  • RSS feed
  1. nature
  2. nature communications
  3. articles
  4. article
Bubble dynamics matters at high-rate water electrolysis
Download PDF
Download PDF
  • Article
  • Open access
  • Published: 03 February 2026

Bubble dynamics matters at high-rate water electrolysis

  • Lizhen Wu1,
  • Qing Wang1,
  • Shu Yuan2,
  • Wenzhi Li1,
  • Xiaohong Zou1,
  • Mingcong Tang1,
  • Kouer Zhang1,
  • Xiaohui Yan  ORCID: orcid.org/0000-0001-8425-50322 &
  • …
  • Liang An  ORCID: orcid.org/0000-0002-8742-576X1,3 

Nature Communications , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Electrochemistry
  • Fluid dynamics
  • Hydrogen fuel

Abstract

Bubbles accumulation in the electrode limits anion exchange membrane water electrolyzer performance at industrial current densities (>1.0 A cm-2). Currently, conventional electrode designs prioritize the optimization of the electrochemically active surface area. However, this study reveals that bubble dynamics matters high-rate water electrolysis efficiency in anode-feeding mode in three ways:1) cover active sites at the anode; 2) hinder water diffusion through the membrane; 3) cause water shortage at the cathode. Based on this mechanism, we propose an easy-to-prepare gradient stainless steel square hole mesh electrode. It not only offers a low cost ($8-150/m2), but also improves bubble dynamics. As a result, it reduces the cell voltage by 0.14 V at a current density of 5.0 A cm-2, even with a lower electrochemically active surface area compared to the stainless steel felt electrode. And it maintains a stable operation over 400 hours. This work redefines electrode engineering paradigms, shifting focus from electrochemically active surface area-centric approaches to two-phase flow management in water electrolyzers for industrial current densities-scale hydrogen production.

Data availability

The data generated in this study are provided in the Supplementary Information/Source Data file. Source data are provided with this paper.

References

  1. Lee, J. K. et al. Ionomer-free and recyclable porous-transport electrode for high-performing proton-exchange-membrane water electrolysis. Nat. Commun. 14, 4592 (2023).

    Google Scholar 

  2. Lee, B., Wang, L., Wang, Z., Cooper, N. J. & Elimelech, M. Directing the research agenda on water and energy technologies with process and economic analysis. Energy Environ. Sci. 16, 714–722 (2023).

    Google Scholar 

  3. Terlouw, T., Bauer, C., McKenna, R. & Mazzotti, M. Large-scale hydrogen production via water electrolysis: a techno-economic and environmental assessment. Energy Environ. Sci. 15, 3583–3602 (2022).

    Google Scholar 

  4. Ikuerowo, T., Bade, S. O., Akinmoladun, A. & Oni, B. A. The integration of wind and solar power to water electrolyzer for green hydrogen production. Int. J. Hydrogen Energy 76, 75–96 (2024).

    Google Scholar 

  5. Du, N. et al. Anion-exchange membrane water electrolyzers. Chem. Rev. 122, 11830–11895 (2022).

    Google Scholar 

  6. Yang, Y. et al. Anion-exchange membrane water electrolyzers and fuel cells. Chem. Soc. Rev. 51, 9620–9693 (2022).

    Google Scholar 

  7. Li, Z. et al. Seed-assisted formation of NiFe anode catalysts for anion exchange membrane water electrolysis at industrial-scale current density. Nat. Catal. 7, 944–952 (2024).

    Google Scholar 

  8. Liu, J. et al. Synergistic promotion by highly active square-shaped lead oxide and visualized electrolyzer for enhanced electrochemical ozone production. Chin. J. Catal. 57, 80–95 (2024).

    Google Scholar 

  9. Tang, J., Guo, K., Guan, D., Hao, Y. & Shao, Z. A semi-vapor electrolysis technology for hydrogen generation from wide water resources. Energy Environ. Sci. 17, 7394–7402 (2024).

    Google Scholar 

  10. Pham, C. V., Escalera-López, D., Mayrhofer, K., Cherevko, S. & Thiele, S. Essentials of high performance water electrolyzers – from catalyst layer materials to electrode engineering. Adv. Energy Mater. 11, 2101998 (2021).

    Google Scholar 

  11. Zhang, L., Shi, Z., Lin, Y., Chong, F. & Qi, Y. Design strategies for large current density hydrogen evolution reaction. Front. Chem. 10, 866415 (2022).

    Google Scholar 

  12. Wan, L. et al. Key components and design strategy of the membrane electrode assembly for alkaline water electrolysis. Energy Environ. Sci. 16, 1384–1430 (2023).

    Google Scholar 

  13. Jin, H. et al. Nanocatalyst design for long-term operation of proton/anion exchange membrane water electrolysis. Adv. Energy Mater. 11, 2003188 (2021).

    Google Scholar 

  14. Jiang, W. et al. Composition-dependent morphology, structure, and catalytical performance of nickel–iron layered double hydroxide as highly-efficient and stable anode catalyst in anion exchange membrane water electrolysis. Adv. Funct. Mater. 32, 2203520 (2022).

    Google Scholar 

  15. Xu, Q. et al. Anion exchange membrane water electrolyzer: electrode design, lab-scaled testing system and performance evaluation. EnergyChem 4, 100087 (2022).

    Google Scholar 

  16. Park, J. E. et al. Three-dimensional unified electrode design using a NiFeOOH catalyst for superior performance and durable anion-exchange membrane water electrolyzers. ACS Catal. 12, 135–145 (2022).

    Google Scholar 

  17. Klingenhof, M. et al. Anion-tuned layered double hydroxide anodes for anion exchange membrane water electrolyzers: from catalyst screening to single-cell performance. ACS Energy Lett. 7, 3415–3422 (2022).

    Google Scholar 

  18. Lu, X. et al. Unveiling micro- and nanoscale bubble dynamics for enhanced electrochemical water splitting. Adv. Colloid Interface Sci. 343, 103544 (2025).

    Google Scholar 

  19. Kempler, P. A., Coridan, R. H. & Luo, L. Gas evolution in water electrolysis. Chem. Rev. 124, 10964–11007 (2024).

    Google Scholar 

  20. Lu, X. et al. Evolution of hydrogen bubbles on a microelectrode driven by constant currents and its impact on potential response. Chem. Eng. J. 500, 156890 (2024).

    Google Scholar 

  21. Hu, C. et al. Advanced patterned membranes for efficient alkaline membrane electrolyzers. ACS Energy Lett. 9, 1219–1227 (2024).

    Google Scholar 

  22. Xu, W., Lu, Z., Sun, X., Jiang, L. & Duan, X. Superwetting electrodes for gas-involving electrocatalysis. Acc. Chem. Res. 51, 1590–1598 (2018).

    Google Scholar 

  23. Qiu, J. et al. Enhancing water electrolysis performance by bubble behavior management. Small Methods. 9, 2402105 (2025).

  24. Li, M., Xie, P., Yu, L., Luo, L. & Sun, X. Bubble engineering on micro-/nanostructured electrodes for water splitting. ACS Nano 17, 23299–23316 (2023).

    Google Scholar 

  25. Dong, Y. et al. Superhydrophilic/superaerophobic NiFe with internal bubble flow channels for electrocatalytic water splitting. Chem. Eng. J. 488, 150953 (2024).

    Google Scholar 

  26. Shen, J., Zheng, Y., Lei, W. & Shao, H. Unraveling the fundamental concepts of superaerophobic/superhydrophilic electrocatalysts for highly efficient water electrolysis: implications for future research. ChemElectroChem 11, e202300465 (2024).

    Google Scholar 

  27. Andaveh, R., Barati Darband, G. H., Maleki, M. & Sabour Rouhaghdam, A. Superaerophobic/superhydrophilic surfaces as advanced electrocatalysts for the hydrogen evolution reaction: a comprehensive review. J. Mater. Chem. A 10, 5147–5173 (2022).

    Google Scholar 

  28. Wan, L. et al. 3D-ordered catalytic nanoarrays interlocked on anion exchange membranes for water electrolysis. Energy Environ. Sci. 17, 3396–3408 (2024).

    Google Scholar 

  29. Ding, S. et al. Enhancing mass transfer in anion exchange membrane water electrolysis by overlaid nickel mesh substrate. ACS Energy Lett. 9, 3719–3726 (2024).

    Google Scholar 

  30. Wu, L. et al. A dual-layer flow field design capable of enhancing bubble self-pumping and its application in water electrolyzer. Chem. Eng. J. 488, 151000 (2024).

    Google Scholar 

  31. Wu, L. et al. Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model. Energy AI 18, 100411 (2024).

    Google Scholar 

  32. Tricker, A. W. et al. Pathways toward efficient and durable anion exchange membrane water electrolyzers enabled by electro-active porous transport layers. Adv. Energy Mater. 14, 2303629 (2024).

  33. Xu, Q. et al. Integrated reference electrodes in anion-exchange-membrane electrolyzers: impact of stainless-steel gas-diffusion layers and internal mechanical pressure. ACS Energy Lett 6, 305–312 (2021).

    Google Scholar 

  34. Zuo, Y. et al. Stainless steel activation for efficient alkaline oxygen evolution in advanced electrolyzers. Adv. Mater. 36, 2312071 (2024).

  35. Wu, L. et al. Unrevealing the interaction between electrode degradation and bubble behaviors in an anion exchange membrane water electrolyzer. Adv. Sci. 12, 2412962 (2025).

  36. Tricker, A. W. et al. Design and operating principles for high-performing anion exchange membrane water electrolyzers. J. Power Sources 567, 232967 (2023).

    Google Scholar 

  37. Wan, L. et al. Construction of integrated electrodes with transport highways for pure-water-fed anion exchange membrane water electrolysis. Small 18, 2200380 (2022).

    Google Scholar 

  38. Yuan, S. et al. Bubble evolution and transport in PEM water electrolysis: mechanism, impact, and management. Prog. Energy Combust. Sci. 96, 101075 (2023).

    Google Scholar 

  39. Lu, X. et al. How dual hydrogen bubble evolution inhibits electrolytic performance. J. Power Sources 632, 236356 (2025).

    Google Scholar 

  40. Lu, X. et al. Hydrogen bubble evolution and gas transport mechanism on a microelectrode determined by cathodic potential and temperature. Phys. Fluids 36, 073302 (2024).

    Google Scholar 

  41. Li, W. et al. Performance of a hybrid direct ammonia fuel cell with hydrogen peroxide reduction. J. Power Sources 593, 233985 (2024).

    Google Scholar 

  42. Pan, Z. et al. Overall design of a gradient-ordered membrane electrode assembly for direct liquid fuel cells. Adv. Funct. Mater. 34, 2404710 (2024).

    Google Scholar 

  43. Pan, Z. et al. Engineered wettability-gradient porous structure enabling efficient water manipulation in regenerative fuel cells. Energy AI 17, 100400 (2024).

  44. Wang, W. et al. Exploring the impacts of conditioning on proton exchange membrane electrolyzers by in situ visualization and electrochemistry characterization. ACS Appl. Mater. Interfaces 14, 9002–9012 (2022).

    Google Scholar 

  45. Zhao, B. et al. Superhydrophilic porous transport layer enhances efficiency of polymer electrolyte membrane electrolyzers. Cell Rep. Phys. Sci. 2, 100580 (2021).

    Google Scholar 

  46. Kim, P. J. et al. Tailoring catalyst layer interface with titanium mesh porous transport layers. Electrochim. Acta 373, 137879 (2021).

    Google Scholar 

  47. Yuan, S. et al. Bubble management in PEM water electrolysis via imprinting patterned grooves on catalyst layer. Int. J. Heat Mass Transfer 212, 124249 (2023).

    Google Scholar 

  48. Wang, Q. et al. A comparative study of equivalent circuit model and distribution of relaxation times for fuel cell impedance diagnosis. Int. J. Energy Res. 45, 15948–15961 (2021).

    Google Scholar 

  49. Quattrocchi, E. et al. Deconvolution of electrochemical impedance spectroscopy data using the deep-neural-network-enhanced distribution of relaxation times. Electrochim. Acta 439, 141499 (2023).

    Google Scholar 

  50. Maradesa, A. et al. Advancing electrochemical impedance analysis through innovations in the distribution of relaxation times method. Joule 8, 1958–1981 (2024).

    Google Scholar 

  51. Ranz, M., Grabner, B., Schweighofer, B., Wegleiter, H. & Trattner, A. Dynamics of anion exchange membrane electrolysis: unravelling loss mechanisms with electrochemical impedance spectroscopy, reference electrodes and distribution of relaxation times. J. Power Sources 605, 234455 (2024).

    Google Scholar 

  52. Dezső-Weidinger, G., Stitou, A., Van Beeck, J. & Riethmuller, M. L. Measurement of the turbulent mass flux with PTV in a street canyon. J. Wind. Eng. Ind. Aerodyn. 91, 1117–1131 (2003).

    Google Scholar 

  53. Li, W. et al. Monitoring ammonia and water transport through anion exchange membranes in direct ammonia fuel cells. J. Power Sources 628, 235900 (2025).

    Google Scholar 

Download references

Acknowledgements

This work was supported by a grant from the Research Grants Council of the Hong Kong Special Administrative Region, China (Project No. 15308024) (received by L.A.) and by a grant from Research Centre for Carbon-Strategic Catalysis (RC-CSC), The Hong Kong Polytechnic University (CE2X) (received by L.A.).

Author information

Authors and Affiliations

  1. Department of Mechanical Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China

    Lizhen Wu, Qing Wang, Wenzhi Li, Xiaohong Zou, Mingcong Tang, Kouer Zhang & Liang An

  2. Institute of Fuel Cells, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China

    Shu Yuan & Xiaohui Yan

  3. Research Centre for Carbon-Strategic Catalysis, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China

    Liang An

Authors
  1. Lizhen Wu
    View author publications

    Search author on:PubMed Google Scholar

  2. Qing Wang
    View author publications

    Search author on:PubMed Google Scholar

  3. Shu Yuan
    View author publications

    Search author on:PubMed Google Scholar

  4. Wenzhi Li
    View author publications

    Search author on:PubMed Google Scholar

  5. Xiaohong Zou
    View author publications

    Search author on:PubMed Google Scholar

  6. Mingcong Tang
    View author publications

    Search author on:PubMed Google Scholar

  7. Kouer Zhang
    View author publications

    Search author on:PubMed Google Scholar

  8. Xiaohui Yan
    View author publications

    Search author on:PubMed Google Scholar

  9. Liang An
    View author publications

    Search author on:PubMed Google Scholar

Contributions

L.W. conceptualized the study, developed the methodology, performed the experiments, and prepared the original draft. Q.W., S.Y., and W.L. performed the investigation and validation. X.Z., M.T., and K.Z. helped polish the language. X.Y. and L.A. supervised the project and participated in the review. All authors commented on the manuscript.

Corresponding authors

Correspondence to Xiaohui Yan or Liang An.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Communications thanks Dengwei Jing and the other anonymous reviewer(s) for their contribution to the peer review of this work. A peer review file is available.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information

Description of Additional Supplementary Files

Supplementary Movie 1-4

Transparent Peer Review file

Source data

Source data

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wu, L., Wang, Q., Yuan, S. et al. Bubble dynamics matters at high-rate water electrolysis. Nat Commun (2026). https://doi.org/10.1038/s41467-026-69052-5

Download citation

  • Received: 26 May 2025

  • Accepted: 25 January 2026

  • Published: 03 February 2026

  • DOI: https://doi.org/10.1038/s41467-026-69052-5

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

Download PDF

Advertisement

Explore content

  • Research articles
  • Reviews & Analysis
  • News & Comment
  • Videos
  • Collections
  • Subjects
  • Follow us on Facebook
  • Follow us on Twitter
  • Sign up for alerts
  • RSS feed

About the journal

  • Aims & Scope
  • Editors
  • Journal Information
  • Open Access Fees and Funding
  • Calls for Papers
  • Editorial Values Statement
  • Journal Metrics
  • Editors' Highlights
  • Contact
  • Editorial policies
  • Top Articles

Publish with us

  • For authors
  • For Reviewers
  • Language editing services
  • Open access funding
  • Submit manuscript

Search

Advanced search

Quick links

  • Explore articles by subject
  • Find a job
  • Guide to authors
  • Editorial policies

Nature Communications (Nat Commun)

ISSN 2041-1723 (online)

nature.com sitemap

About Nature Portfolio

  • About us
  • Press releases
  • Press office
  • Contact us

Discover content

  • Journals A-Z
  • Articles by subject
  • protocols.io
  • Nature Index

Publishing policies

  • Nature portfolio policies
  • Open access

Author & Researcher services

  • Reprints & permissions
  • Research data
  • Language editing
  • Scientific editing
  • Nature Masterclasses
  • Research Solutions

Libraries & institutions

  • Librarian service & tools
  • Librarian portal
  • Open research
  • Recommend to library

Advertising & partnerships

  • Advertising
  • Partnerships & Services
  • Media kits
  • Branded content

Professional development

  • Nature Awards
  • Nature Careers
  • Nature Conferences

Regional websites

  • Nature Africa
  • Nature China
  • Nature India
  • Nature Japan
  • Nature Middle East
  • Privacy Policy
  • Use of cookies
  • Legal notice
  • Accessibility statement
  • Terms & Conditions
  • Your US state privacy rights
Springer Nature

© 2026 Springer Nature Limited

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing