Evidence map›Paper›PMID 42448665›Full record

ArticleNature communications2026

Scaling‑free electro‑membrane crystallization enabled by electric field-assisted organic acid control.

Yangbo Qiu, Xue Yan, Lei Xia, Jefferson Zhe Liu, Yan Zhao, Kaimin Shih, Chuyang Tang

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Yangbo Qiu *Department of Civil Engineering, The University of Hong Kong, Pokfulam, SAR, Hong Kong.ORCID http://orcid.org/0000-0002-8049-5730
Xue Yan *Department of Mechanical Engineering, The University of Melbourne, Parkville, VIC, Australia.ORCID http://orcid.org/0000-0001-8201-1421
Lei Xia *Department of Civil Engineering, The University of Hong Kong, Pokfulam, SAR, Hong Kong.
Jefferson Zhe LiuDepartment of Mechanical Engineering, The University of Melbourne, Parkville, VIC, Australia.ORCID http://orcid.org/0000-0002-5282-7945
Yan ZhaoDepartment of Civil Engineering, The University of Hong Kong, Pokfulam, SAR, Hong Kong. yanzhaox@hku.hk.ORCID http://orcid.org/0000-0003-3660-4669
Kaimin ShihDepartment of Civil Engineering, The University of Hong Kong, Pokfulam, SAR, Hong Kong.ORCID http://orcid.org/0000-0002-6461-3207
Chuyang TangDepartment of Civil Engineering, The University of Hong Kong, Pokfulam, SAR, Hong Kong.ORCID http://orcid.org/0000-0002-7932-6462

Funding

National Natural Science Foundation of China (National Science Foundation of China) No. 22308288
6 · The paper itself

Abstract

Mineral scaling, driven by concentration polarization, is an inevitable challenge in electro-membrane technologies for recovering valuable metals from lithium-ion battery (LIB) leachates. Here, we elucidate the synergistic scaling mechanism and propose an electric field-assisted organic acid control (eF-OAC) principle to prevent membrane mineral scaling while enabling metal recovery. The eF-OAC utilizes an electric field to direct organic acids into the membrane matrix, where ligand-metal coordination dissolves hydroxide-rich scale and mobilizes metal species for selective transport and crystallization. Dynamic experimental analysis reveals that concentration polarization enriches metal hydroxides at the membrane interfaces and pores. Static density functional theory calculations further demonstrate that organic ligands are thermodynamically favored over sulfonate groups for coordinating metal hydroxides, enabling targeted dissolution from the membrane. Leveraging this molecular-level selectivity, the eF-OAC converts scale into recoverable crystalline products. In optimized electro-membrane crystallization, this eF-OAC achieves high recovery rates of 97.6% for Li

Identifiers

PMID42448665
PMCPMC13487152

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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.