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April 29, 2026Nanoscale Advances3 citationsOpen Access

Catalyst screening for electrochemical ammonia synthesis: a critical review

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DJDominik G. JammalRBRicardo BernardinoNCNuno Canha

Key Points

  • To evaluate the effectiveness of various catalysts in electrochemical ammonia synthesis and establish design rules.
  • Review of Mo-based catalysts, MOFs, and TM-nitrides and carbides
  • Integrated qualitative and machine learning analyses applied to catalyst performance
  • Assessment of activity, stability, and cost-efficiency for ammonia synthesis
  • Identification of leading catalysts for electrochemical ammonia synthesis
  • Development of design rules through integrated analyses
  • Improved understanding of stability factors affecting nitrogen reduction reaction

Abstract

Mo-based catalysts, MOFs, and TM-nitrides and carbides are identified as leading NRR systems, with integrated qualitative and ML-analyses elucidating design rules that govern activity, stability, and cost-efficient electrochemical NH 3 synthesis.

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Cite This Study

Jammal et al. (2026) studied this question.

synapsesocial.com/papers/69f154f9879cb923c4945405https://doi.org/10.1039/d5na01170a
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