journal article·2026-02-12

Disorder-Tuned B5 Step Ensembles Govern Ammonia Decomposition on Co–Cu–Fe–Mo–Ni High-Entropy Alloys

Cao Wang, Xingyu Li, Liang Cao

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Abstract

We establish an end-to-end framework that generalizes across alloy families and, applied here to Co–Cu–Fe–Mo–Ni, maps alloy composition to B5 step ensembles (B5 sites) on fcc(211), *N-adsorption energies Δ E (*N) and rates for ammonia decomposition reaction (ADR). A DFT-trained cluster-expansion (CE) model, combined with Metropolis Monte Carlo (MMC) and microkinetics, predicts site-resolved Δ E (*N) and enables composition-wide predictions of site-specific turnover frequencies (TOFs) and surface-averaged activities (⟨TOF⟩). MMC reveals temperature-driven Cu enrichment in the outermost layer, shifting Δ E (*N) toward weaker binding relative to statistically random surfaces and suppresses ⟨TOF⟩. Reducing Cu content systematically enhances activity, whereas Cu-free Co–Fe–Mo–Ni medium-entropy alloys cluster near the volcano maximum and deliver high, composition-robust rates. Site-level analysis shows that the most active B5 sites are Cu-lean and typically multimetallic, consistent with surface-averaged trends. DFT validation on 40 CE-screened high-activity B5 sites confirms predictive fidelity. The framework provides practical, testable design rules─minimize Cu participation at B5 and preserve configurational disorder─and is readily extensible to other alloy families and to both thermochemical and electrochemical reactions.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Ammonia Synthesis and Nitrogen Reduction · Electrocatalysts for Energy Conversion · Catalysts for Methane Reforming

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Chemistry

Zhejiang University

Funding

Zhejiang University · National Key Research and Development Program of China · Fundamental Research Funds for the Central Universities · National Natural Science Foundation of China

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