ArticleNature communications2023
High-speed mapping of surface charge dynamics using sparse scanning Kelvin probe force microscopy.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed.
- Physics-Guided Multi-Channel Restoration for Efficient and Accurate Atomic Force Microscopy Imaging.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Wavelet Transform-Based Atomic Force Microscopy: A Computational Paradigm for Dynamic Nanoscale Imaging and Characterisation.Small science · 2026Article
- Spectroscopic and Electrical Insights into Humidity-Induced Modifications of Graphene Structures.ACS omega · 2026Article
- Probing contact electrification processes from interfacial charge transfer to bulk transport in semicrystalline polymers.Nature communications · 2026Article
- Synthetic data-driven deep learning for label-free autonomous atomic force microscopy.Nature communications · 2026Article
- Robust room-temperature ferroelectricity in the wide-bandgap semiconductor GaScience advances · 2026Article
- Quantum Transport and Molecular Sensing in Reduced Graphene Oxide Measured with Scanning Probe Microscopy.Molecules (Basel, Switzerland) · 2025Article
- Spatially Correlated Oxygen Vacancies, Electrons and Conducting Paths in TiOACS applied materials & interfaces · 2025Article
- Analysis of biofilm assembly by large area automated AFM.NPJ biofilms and microbiomes · 2025Article
- On-demand nanoengineering of in-plane ferroelectric topologies.Nature nanotechnology · 2025Article
- Scanning Probe Microscopies for Characterizations of 2D Materials.Small methods · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Unraveling local dynamic charge processes is vital for progress in diverse fields, from microelectronics to energy storage. This relies on the ability to map charge carrier motion across multiple length- and timescales and understanding how these processes interact with the inherent material heterogeneities. Towards addressing this challenge, we introduce high-speed sparse scanning Kelvin probe force microscopy, which combines sparse scanning and image reconstruction. This approach is shown to enable sub-second imaging (>3 frames per second) of nanoscale charge dynamics, representing several orders of magnitude improvement over traditional Kelvin probe force microscopy imaging rates. Bridging this improved spatiotemporal resolution with macroscale device measurements, we successfully visualize electrochemically mediated diffusion of mobile surface ions on a LaAlO
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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.