Evidence map›Paper›PMID 41748564›Full record

ArticleNature communications2026

Weak localized electrons enhance electronic coherence for efficient photocatalytic uranium removal from nuclear wastewater.

Yachao Xu, Ruolan Zhao, Youxing Liu, Ying Wang, Zheng Lin, Zongqiang Sun, Peng Yu, Mingchuan Luo, Shaojun Guo

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. 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. Unlocking Zenith Electronic State of Ni Sites in Ligand-Engineered COFs for Efficient •OAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    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

9 authors.

Yachao XuSchool of Materials Science and Engineering, Peking University, Beijing, China.ORCID http://orcid.org/0009-0001-7684-9997
Ruolan ZhaoBeijing Key Laboratory of Electrochemical Process and Technology for Materials, Beijing University of Chemical Technology, Beijing, China.
Youxing LiuSchool of Materials Science and Engineering, Peking University, Beijing, China. liuyxpost@pku.edu.cn.ORCID http://orcid.org/0000-0003-4407-8785
Ying WangSchool of Physics and Electronic Engineering, Harbin Normal University, Harbin, China.
Zheng LinSchool of Materials Science and Engineering, Peking University, Beijing, China.
Zongqiang SunSchool of Materials Science and Engineering, Peking University, Beijing, China.
Peng YuSchool of Physics and Electronic Engineering, Harbin Normal University, Harbin, China.
Mingchuan LuoSchool of Materials Science and Engineering, Peking University, Beijing, China.ORCID http://orcid.org/0000-0001-9772-2154
Shaojun GuoSchool of Materials Science and Engineering, Peking University, Beijing, China. guosj@pku.edu.cn.ORCID http://orcid.org/0000-0002-5941-414X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Photocatalytic uranium removal from nuclear wastewater is a promising strategy for radionuclide mitigation, yet its practical deployment is greatly hampered by inefficient charge separation of electron-hole pairs in photocatalytic systems, which critically limits the generation of reactive oxygen species essential for uranium precipitation. Herein, we propose a approach that leverages weakly localized electrons to enhance electronic coherence in fluorine-functionalized covalent organic frameworks, thereby strengthening charge separation and promoting directional electron transport for greatly boosting photocatalytic uranium removal from nuclear wastewater. We demonstrate that the partial fluorination in covalent organic frameworks induce weak electron localization and strong electronic coherence, which delivers a record-high solar-to-chemicals conversion efficiency of 1.52% and achieves 100% uranium removal efficiency within the pH range of 3-6, outperforming non-fluorinated (0.31%) and over-fluorinated (0.85%) counterparts. More importantly, a self-designed flow-type reactor achieves 99% uranium removal efficiency and superior U processing capacity of 281.3 g m

Identifiers

PMID41748564
PMCPMC13065756

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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.