Evidence map›Paper›PMID 41577831›Full record

ReviewNature reviews. Chemistry2026

First-principles approaches and concepts to simulate electrochemical interfaces.

Mira Todorova, Stefan Wippermann, Jörg Neugebauer

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature reviews. Chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Direct Modeling of the Interfacial Resistance in All-Solid-State Battery.Advanced materials (Deerfield Beach, Fla.) · 2026
    Article
  2. Interfacial Water Configurations: Evolution and Implications for Electrocatalysis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Mira TodorovaMax Planck Institute for Sustainable Materials, Düsseldorf, Germany. m.todorova@mpie.de.
Stefan Wippermann *Max Planck Institute for Sustainable Materials, Düsseldorf, Germany. stefan.wippermann@uni-marburg.de.ORCID http://orcid.org/0000-0001-9680-2128
Jörg Neugebauer *Max Planck Institute for Sustainable Materials, Düsseldorf, Germany. j.neugebauer@mpie.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ab initio techniques have revolutionized the way theory helps practitioners to explore mechanisms governing reactions or properties, and develop new strategies for materials discovery and design. Nevertheless, their application to electrochemical systems remains limited, due to challenges electronic structure calculations face in achieving realistic descriptions of electrified solid-liquid interfaces, including potential and pH control or free energies of barrier configurations. The extension of the scope of simulations to achieve potential control, inherent to electrochemical experiments, is just emerging. In this Review, we discuss approaches to describing electrified interfaces between solid electrodes and liquid electrolytes in realistic environments. By exchanging energy, electronic charge and ions with their environment, electrochemical interfaces are thermodynamically open systems. Additionally, large electrostatic potential and field fluctuations occur on timescales and length scales relevant to chemical reactions. We discuss the key challenges for incorporating these features into ab initio simulations to facilitate broader community use and provide a new level of realism when exploring fundamental electrochemistry from first principles.

Identifiers

What OpenQuestion holds

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Registered trials

None linked

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.