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arXiv 2502.01166cond-mat.mtrl-sci
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通过定制表面偏析设计双金属纳米颗粒催化剂

Designing Bimetallic Nanoparticle Catalysts via Tailored Surface Segregation

Yaxin Tang, Mingao Hou, Qian He, Guangfu Luo

AI总结:

本研究通过分子动力学模拟揭示双金属纳米颗粒的表面偏析现象,提出利用该现象富集贵金属以减少用量,并用第一性原理计算验证了其在丙烷脱氢催化中的可行性。

摘要:

双金属纳米颗粒是一类重要的催化剂,具有适用于多种催化反应的可调性质,然而对其在操作条件下的结构演化及最优设计原理的全面理解仍不清晰。本研究通过分子动力学模拟,揭示了约100种基于铂族元素的双金属纳米颗粒中普遍存在的表面偏析现象,并推导出一个热力学描述符来预测该行为。基于表面偏析的普遍性和可预测性,我们提出利用该现象有意使贵金属原子富集于纳米颗粒表面,从而在保持高催化活性和稳定性的同时显著减少其用量。为验证该策略,我们利用第一性原理计算研究了几十种铂基双金属纳米颗粒用于丙烷脱氢催化。通过系统考察纳米颗粒表面的催化位点,最终筛选出多个具有稳定Pt富集表面和优异催化活性的候选体系,证实了该方法的可行性。

英文摘要:

Bimetallic nanoparticles serve as a vital class of catalysts with tunable properties suitable for diverse catalytic reactions, yet a comprehensive understanding of their structural evolution under operational conditions as well as their optimal design principles remains elusive. In this study, we unveil a prevalent surface segregation phenomenon in approximately 100 platinum-group-element-based bimetallic nanoparticles through molecular dynamics simulations and derive a thermodynamic descriptor to predict this behavior. Building on the generality and predictability of surface segregation, we propose leveraging this phenomenon to intentionally enrich the nanoparticle surface with noble-metal atoms, thereby significantly reducing their usage while maintaining high catalytic activity and stability. To validate this strategy, we investigate dozens of platinum-based bimetallic nanoparticles for propane dehydrogenation catalysis using first-principles calculations. Through a systematic examination of the catalytic sites on nanoparticle surfaces, we eventually identify several candidates featuring with stable Pt-enriched surface and superior catalytic activity, confirming the feasibility of this approach.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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