Evidence map›Paper›PMID 41728966›Full record

ArticleEnvironmental science & technology2026

Principles for Optimal Electrode Design and Operation for Desalination with Electrochemical Ion Pumping.

Weifan Liu, Longqian Xu, Shihong Lin

Abstract read
In one paragraph

Article in Environmental science & technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Weifan LiuDepartment of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37235-1831, United States.
Longqian XuDepartment of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37235-1831, United States.
Shihong LinDepartment of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37235-1831, United States.ORCID 0000-0001-9832-9127

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrochemical ion pumping (EIP) is an emerging electrochemical separation form that eliminates solution mixing in conventional capacitive deionization and enables pseudocontinuous desalination with unidirectional ion flux. In this work, we systematically investigate electrode design and operational parameters governing the performance of EIP desalination using both experiments and modeling. We first evaluated the effect of carbon and polymer fractions on ionic and electronic transport within the cation-shuttling electrodes, demonstrating that optimal performance requires balancing ion mobility through the polymer phase and the electronic conductivity and ion storage capacity provided by the carbon phase. We then assessed the impact of electrode capacity and conductivity on EIP performance by varying the ratio of activated carbon and carbon black, showing that desalination performance is relatively stable over a wide range of capacity and is only undermined at extremely low capacity. Finally, we analyze the role of cycle time and show that EIP has similar specific energy consumption with very different cycle times as long as electrolysis is prevented. Overall, these results establish guiding principles for rational electrode design and operation to achieve optimal EIP performance.

Indexed as

ElectrodesSalinityWater PurificationElectrochemical TechniquesIonsIonselectrochemical desalinationelectrochemical ion pumpingelectrode design

Identifiers

PMID41728966
PMCPMC12980839

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.