ArticleNature protocols2021
Tutorial: structural characterization of isolated metal atoms and subnanometric metal clusters in zeolites.
Article in Nature protocols, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 64 citations in OpenAlex.
- Circumventing the wettability issue of heterogeneous metal catalysts for solvent-free organic transformations.Nature communications · 2026Article
- Challenges and Opportunities in Core-Shell Zeolite Catalysts.ACS materials Au · 2026Review
- Stabilizing Pd Catalysts for Liquid-Phase Hydrogenation of N‑Heterocyclic Hydrogen Carriers through Zeolite Encapsulation.ACS catalysis · 2026Article
- Highly efficient catalytic propane dehydrogenation driven by MFI zeolite defect sites.Nature communications · 2025Article
- Unraveling the Nuclearity Effect of Atomically Choreographed Triatom CuJournal of the American Chemical Society · 2025Article
- High-purity hydrogen production from dehydrogenation of methylcyclohexane catalyzed by zeolite-encapsulated subnanometer platinum-iron clusters.Nature communications · 2025Article
- Article
- Water-promoted oxidative coupling of aromatics with subnanometer palladium clusters confined in zeolites.Nature communications · 2024Article
- Isolated Pt Atoms Stabilized by GaJACS Au · 2024Article
- Article
- In Situ Incorporation of Atomically Precise Au Nanoclusters within Zeolites for Ambient Temperature CO Oxidation.Nanomaterials (Basel, Switzerland) · 2023Article
- Generation of Subnanometer Metal Clusters in Silicoaluminate Zeolites as Bifunctional Catalysts.JACS Au · 2023Article
- Bimetallic Sites for Catalysis: From Binuclear Metal Sites to Bimetallic Nanoclusters and Nanoparticles.Chemical reviews · 2023Review
- Metal@Zeolite Hybrid Materials for Catalysis.ACS central science · 2020Review
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Authors and funding
4 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
The encapsulation of subnanometric metal entities (isolated metal atoms and metal clusters with a few atoms) in porous materials such as zeolites can be an effective strategy for the stabilization of those metal species and therefore can be further used for a variety of catalytic reactions. However, owing to the complexity of zeolite structures and their low stability under the electron beam, it is challenging to obtain atomic-level structural information of the subnanometric metal species encapsulated in zeolite crystallites. In this protocol, we show the application of a scanning transmission electron microscopy (STEM) technique that records simultaneously the high-angle annular dark-field (HAADF) images and integrated differential phase-contrast (iDPC) images for structural characterization of subnanometric Pt and Sn species within MFI zeolite. The approach relies on the use of a computational model to simulate results obtained under different conditions where the metals are present in different positions within the zeolite. This imaging technique allows to obtain simultaneously the spatial information of heavy elements (Pt and Sn in this work) and the zeolite framework structure, enabling direct determination of the location of the subnanometric metal species. Moreover, we also present the combination of other spectroscopy techniques as complementary tools for the STEM-iDPC imaging technique to obtain global understanding and insights on the spatial distributions of subnanometric metal species in zeolite structure. These structural insights can provide guidelines for the rational design of uniform metal-zeolite materials for catalytic applications.
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