The DOI matches its Crossref record; 265 of the 265 references it cites were found in a registry or an index.
Water electrolysis
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“water electrolysis still necessitates a continuous input of high-purity electrolyte and an external power supply to maintain the system.[29,36]”
From Advances in Blue Energy Fuels: Harvesting Energy from Ocean for Self‐Powered Electrolysis (2025) · cites this paper as [29]
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“Cost-effective technologies for green H 2 production involve direct water-splitting using an energy conversion system driven by sustainable energy.[28,29]”
From Advances in Blue Energy Fuels: Harvesting Energy from Ocean for Self‐Powered Electrolysis (2025) · cites this paper as [29]
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Cites
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
Combining theory and experiment in electrocatalysis: Insights into materials design
Seh, Z. W., Kibsgaard, J., Dickens, C. F., Chorkendorff, I., Nørskov, J. K., & Jaramillo, T. F. (2017) · Science · doi:10.1126/science.aad4998 · Cited by 12,114
A fast and robust algorithm for Bader decomposition of charge density
Henkelman, G., Arnaldsson, A., & Jónsson, H. (2006) · Computational Materials Science · doi:10.1016/j.commatsci.2005.04.010 · Cited by 10,723
A grid-based Bader analysis algorithm without lattice bias
Tang, W., Sanville, E., & Henkelman, G. (2009) · Journal of Physics Condensed Matter · doi:10.1088/0953-8984/21/8/084204 · Cited by 7,595
Benchmarking Heterogeneous Electrocatalysts for the Oxygen Evolution Reaction
McCrory, C. C. L., Jung, S., Peters, J. C., & Jaramillo, T. F. (2013) · Journal of the American Chemical Society · doi:10.1021/ja407115p · Cited by 7,026
Trends in the exchange current for hydrogen evolution
Nørskov, J. K., Bligaard, T., Logadottir, A., Kitchin, J. R., Chen, J. G., Pandelov, S., & Stimming, U. (2005) · Journal of The Electrochemical Society · doi:10.1149/1.1856988 · Cited by 6,121
Identification of Active Edge Sites for Electrochemical H 2 Evolution from MoS 2 Nanocatalysts
Jaramillo, T. F., Jørgensen, K. P., Bonde, J., Nielsen, J. H., Horch, S., & Chorkendorff, I. (2007) · Science · doi:10.1126/science.1141483 · Cited by 6,100
Pseudocapacitive oxide materials for high-rate electrochemical energy storage
Augustyn, V., Simon, P., & Dunn, B. (2014) · Energy & Environmental Science · doi:10.1039/c3ee44164d · Cited by 5,676
Universality in Oxygen Evolution Electrocatalysis on Oxide Surfaces
Man, I. C., Su, H., Calle‐Vallejo, F., Hansen, H. A., Martínez, J. I., Inoglu, N. G., Kitchin, J., Jaramillo, T. F., Nørskov, J. K., & Rossmeisl, J. (2011) · ChemCatChem · doi:10.1002/cctc.201000397 · Cited by 4,769
Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis
Ong, S. P., Richards, W. D., Jain, A., Hautier, G., Kocher, M., Cholia, S., Gunter, D., Chevrier, V. L., Persson, K. A., & Ceder, G. (2013) · Computational Materials Science · doi:10.1016/j.commatsci.2012.10.028 · Cited by 4,534
Research works printed but not linked: 9
- Bard, A. J. & Faulkner, L. R. Electrochemical Methods: Fundamentals and Applications (Wiley, 2001).
- Tanaka, Y. Ion Exchange Membranes: Fundamentals and Applications (Elsevier Science, 2015).
- Monteiro, M. C. O., Liu, X., Hagedoorn, B. J. L., Snabilié, D. D. & Koper, M. T. M. Interfacial pH measurements using a rotating ring-disc electrode with a voltammetric pH sensor. ChemElectroChem 9, e202101223 (2022).
- Koutecky, J. & Levich, V. G. The application of the rotating disc electrode to studies of kinetic and catalytic processes. Zh. Fiz. Khim. 32, 1565–1575 (1958).
- Fogler, H. S. Essentials of Chemical Reaction Engineering (Pearson Education, 2010).
- Taylor, H. S. The mechanism of activation at catalytic surfaces. Proc. R. Soc. A Math. Phys. Eng. Sci. 113, 77–86 (1926).
- Satterfield, C. N. Mass Transfer in Heterogeneous Catalysis (MIT Press, 1970).
- National Institute of Standards and Technology. IUPAC-NIST solubility database, version 1.1. NIST standard reference database 106. SRDTA https://doi.org/10.18434/T4QC79 (2012). · DOI
- Ku, H. H. Notes on the use of propagation of error formulas. J. Res. Natl Bur. Stand. 70C, 263–273 (1966).
Cited by
Sorted by citations
A review on recent trends, challenges, and innovations in alkaline water electrolysis
Emam, A. S., Hamdan, M. O., Abu-Nabah, B. A., & Elnajjar, E. (2024) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2024.03.238 · Cited by 290
Gas Evolution in Water Electrolysis
Kempler, P. A., Coridan, R. H., & Luo, L. (2024) · Chemical Reviews · doi:10.1021/acs.chemrev.4c00211 · Cited by 289
Recent progress and perspective of electrocatalysts for the hydrogen evolution reaction
Shi, J., Bao, Y., Ye, R., Zhong, J., Zhou, L., Zhao, Z., Kang, W., & Aidarova, S. B. (2025) · Catalysis Science & Technology · doi:10.1039/d4cy01449a · Cited by 106
Advances in Blue Energy Fuels: Harvesting Energy from Ocean for Self‐Powered Electrolysis
Ock, I. W., Yin, J., Wang, S., Zhao, X., Baik, J. M., & Chen, J. (2025) · Advanced Energy Materials · doi:10.1002/aenm.202400563 · Cited by 64
Versatile, Stable, and Scalable Gel‐Like Aerophobic Surface System (GLASS) for Hydrogen Production
Kang, Y., Lee, S., Han, S., Jeon, D., Bae, M., Choi, Y., Lee, D. W., & Ryu, J. (2024) · Advanced Functional Materials · doi:10.1002/adfm.202308827 · Cited by 45
Metadata
- Authors
- Shih, A. J., Monteiro, M. C. O., Dattila, F., Pavesi, D., Philips, M., da Silva, A. H. M., Vos, R. E., Ojha, K., Park, S., van der Heijden, O., Marcandalli, G., Goyal, A., Villalba, M., Chen, X., Gunasooriya, G. T. K. K., McCrum, I., Mom, R., López, N., & Koper, M. T. M.
- Affiliations
- Northwestern University (US)
- Leiden University (NL)
- Politecnico di Torino (IT)
- University of Oklahoma (US)
- Clarkson University (US)
- Institut Català d'Investigació Química (ES)
- Corresponding author
- Shih, Arthur J.
- Gunasooriya, G. T. Kasun Kalhara
- McCrum, Ian
- ORCID
- Venue
- Nature Reviews Methods Primers
- Published
- 2022-10-27
- Volume
- 2
- Issue
- 1
- ISSN
- 2662-8449 (ISSN-L)
- OpenAlex
- W4307445495
- Cited by
- 521
- References
- 265
- Citations by year
- 2026: 133 · 2025: 197 · 2024: 137 · 2023: 53 · 2022: 1
- FWCI
- 6.15
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Nature Reviews Methods Primers (publishedVersion)
- Leiden Repository (Leiden University) (publishedVersion)
- PORTO@Iris (submittedVersion, other-oa)
- Leiden Repository (Leiden University) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- Shell
- European Commission (CEX2019-000925-S, 722614)
- National Research Foundation
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (ENPPS.IPP.019.002, ECCM.TT.ECCM.001)
- National Research Foundation of Korea (2021R1A6A3A14039678)
- Ministerio de Ciencia e Innovación (RTI2018‐101394‐B‐I00, B-I00, .13039/501100011033, 10.13039, 13039, CEX2019- 000925-S, 10.13039/501100011033/, RTI2018, 501100011033, CEX2019)
- Tata Steel
- Materials innovation institute (ENP-PS.IPP.019.002)
- Tata Steel Nederland (ENPPS.IPP.019.002)
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Electrocatalysts for Energy Conversion
- Physical Sciences › Energy › Energy Engineering and Power Technology › Hybrid Renewable Energy Systems
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › CO2 Reduction Techniques and Catalysts
- Keywords
- water electrolysis, water splitting, hydrogen production, renewable electricity, electrochemical data analysis, reproducibility, electrolyzer performance
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