ReviewSmall (Weinheim an der Bergstrasse, Germany)2025
All-Atomic Computational Perspectives for Understanding Morphable Electric Double Layers: A Review.
Review in Small (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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
3 citing papers in PubMed.
- A bird's-eye view for future ionic thermoelectrics: from ions to products.National science review · 2026Review
- Computational Mechanics Model to Evaluate the Structural Maintenance of Catenated Hydrogen-Bonded Organic Frameworks.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- All-Atomic Computational Perspectives for Understanding Morphable Electric Double Layers: A Review.Small (Weinheim an der Bergstrasse, Germany) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
The morphological dynamics of electric double layers (EDLs) play important roles in powering next-generation energy devices. However, because the ions and electrodes that form EDLs exist at the nanometer scale, directly observing the behavior of EDLs through experiments remains a considerable challenge. With the rapid advancement of computational modeling, all-atom molecular dynamics (MD) simulations have become a powerful tool, enabling researchers to track the motion of individual atoms and statistically analyze EDL dynamics across various materials and structural environments. In this regard, this review outlines fundamental methodologies employed to study EDL dynamics using MD simulations and explored their practical applications. This work focuses on bridging the gap between observations and simulations at the nanometer, micrometer, and millimeter scales, offering a methodological perspective on multiscale modeling. The establishment of more advanced MD simulation approaches is expected, which would provide an indispensable tool for the design of next-generation soft electrodes and energy conversion devices.
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.