ReviewSmall methods2026
Electrochemiluminescence Illuminates Single-Atom Catalysts: Real-Time Atomic-Scale Dynamics and Operando Electronic Fingerprinting.
Review in Small methods, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Single-atom catalysts (SACs) provide atomically defined active centers for mechanistic electrocatalysis; however, their working-state structural evolution remains difficult to resolve because most characterization techniques provide either static snapshots or ensemble-averaged information. Electrochemiluminescence (ECL) has emerged as an operando optical transduction strategy that converts interfacial electron transfer and intermediate chemistry into potential-, time-, spectrally, and spatially resolved photon signals. In this Review, ECL is treated not merely as a signal-amplification phenomenon but as a structure-informative probe for single-atom catalysis. This Review first establishes a signal-conversion framework linking active-site structure, oxygen-intermediate chemistry, and photon emission. It then discusses the ability of ECL to enable the readout of active-site identity, site density, coordination configuration, electronic and spin structure, reaction intermediates, and catalytic heterogeneity, with emphasis on recent advances in potential-resolved ECL, time-dependent ECL, super-resolution ECL microscopy, and multimodal operando analysis. Finally, the key challenges in transforming ECL from a qualitative reporter into a quantitative operando structural tool are outlined. Overall, ECL is positioned as a promising bridge between static atomic structure and dynamic catalytic function in SAC research.
Indexed as
Identifiers
What OpenQuestion holds
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.