ReviewChemical & biomedical imaging2025
Single-Molecule Fluorescence Imaging of Energy-Related Catalytic Reactions.
Review in Chemical & biomedical imaging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
4 citing papers in PubMed.
- Imaging from Macro to Nanoscale: Multimodal Advances in Chemical and Biomedical Imaging.Chemical & biomedical imaging · 2026Review
- Applications of Nanoscale Electrochemical Characterization Techniques in the Oxygen Evolution Reaction.Small methods · 2026Review
- Catalyst Hide-and-Seek Beneath Porous Support Surfaces: Pinpointing Active Site Distribution Through Resonance Energy Transfer.Angewandte Chemie (International ed. in English) · 2026Article
- Feature Selection and Hyperparameter Optimization for Machine Learned Classification of 3D Single-Particle Tracking.Chemical & biomedical imaging · 2026Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The pressing challenges of the energy crisis and environmental problems necessitate the pursuit of efficient and sustainable energy conversion technologies, wherein catalytic processes play a vital role in addressing these issues. Single-molecule fluorescence microscopy (SMFM) offers a transformative approach to understanding various catalytic reactions by enabling real-time visualization of molecular adsorption, diffusion, and transformation on catalytic surfaces. The unprecedented insights into the spatial distribution of active sites, catalytic heterogeneity, and the dynamics of key intermediates result in single- or subparticle level structure-property relations, thereby offering insightful perspectives for catalyst design and mechanistic understanding of energy-related catalytic processes. In this review, we provide an overview of the recent progress in using SMFM for investigating energy-related catalytic reactions. The advancement in SMFM imaging techniques for investigating nonfluorescent chemical processes is also highlighted. Finally, we conclude the review by commenting on the current challenges and prospects in advancing SMFM in energy research. We hope that the capable SMFM imaging techniques and insights will promote the development and realistic application of various energy-related catalytic reactions, together with inspiring researchers to explore the power of SMFM in other applications.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.