Evidence map›Paper›PMID 40489230›Full record

ArticleThe journal of physical chemistry. B2025

From Grotthuss Transfer to Conductivity: Machine Learning Molecular Dynamics of Aqueous KOH.

V Jelle Lagerweij, Sana Bougueroua, Parsa Habibi, Poulumi Dey, Marie-Pierre Gaigeot, Othonas A Moultos, Thijs J H Vlugt

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in The journal of physical chemistry. B, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Lessons Learned on Obtaining Reliable Conductivity Estimates From Molecular Dynamics Simulations.Chemphyschem : a European journal of chemical physics and physical chemistry · 2026
    Article
  2. Review
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

7 authors.

V Jelle LagerweijEngineering Thermodynamics, Process and Energy Department, Faculty of Mechanical Engineering, Delft University of Technology, Leeghwaterstraat 39, Delft 2628CB, The Netherlands.ORCID 0009-0000-6839-530X
Sana BouguerouaUniversité Paris-Saclay, Univ Evry, CY Cergy Paris Université, CNRS, LAMBE, Evry-Courcouronnes 91025, France.
Parsa HabibiEngineering Thermodynamics, Process and Energy Department, Faculty of Mechanical Engineering, Delft University of Technology, Leeghwaterstraat 39, Delft 2628CB, The Netherlands.
Poulumi DeyDepartment of Materials Science and Engineering, Faculty of Mechanical Engineering, Delft University of Technology, 2628CD Delft, The Netherlands.ORCID 0000-0003-4679-1752
Marie-Pierre GaigeotUniversité Paris-Saclay, Univ Evry, CY Cergy Paris Université, CNRS, LAMBE, Evry-Courcouronnes 91025, France.ORCID 0000-0002-3409-5824
Othonas A MoultosEngineering Thermodynamics, Process and Energy Department, Faculty of Mechanical Engineering, Delft University of Technology, Leeghwaterstraat 39, Delft 2628CB, The Netherlands.ORCID 0000-0001-7477-9684
Thijs J H VlugtEngineering Thermodynamics, Process and Energy Department, Faculty of Mechanical Engineering, Delft University of Technology, Leeghwaterstraat 39, Delft 2628CB, The Netherlands.ORCID 0000-0003-3059-8712

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate conductivity predictions of KOH(aq) are crucial for electrolysis applications. OH

Identifiers

PMID40489230
PMCPMC12183714

What OpenQuestion holds

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Registered trials

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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.