Evidence map›Paper›PMID 42460514›Full record

ReviewSmall (Weinheim an der Bergstrasse, Germany)2026

Intelligent Computing for Future Layered Cathodes in Sodium-Ion Batteries.

Qingfeng Liu, Zitong Fei, Jinhua Shi, Fanbin Hu, Yun Shen, Huiying Kan, Yiming Zhang, Haigang Dong, Qi Meng, Peng Dong and 1 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Small (Weinheim an der Bergstrasse, Germany), 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

11 authors.

Qingfeng LiuNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.
Zitong FeiTsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China.
Jinhua ShiNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.
Fanbin HuNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.
Yun ShenNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.
Huiying KanNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.
Yiming ZhangNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.
Haigang DongSino-Platinum Metals Co., Ltd., Kunming, China.
Qi MengNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.ORCID https://orcid.org/0000-0003-1567-3198
Peng DongNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.ORCID https://orcid.org/0009-0006-5513-3531
Yingjie ZhangNational and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, School of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming, China.

Funding

High-level Talent Introduction Scientific Research Start Project of KUST 20190015Kunming University of Science and Technology 2024T20180052The Basic Research Plan of Yunnan Province 202501AW070007Yunnan Precious Metals Laboratory Technology Plan Project YPML-20240502049
6 · The paper itself

Abstract

Sodium-ion batteries are promising for large-scale energy storage due to resource abundance and low cost. Layered NaxTMO

Indexed as

artificial intelligenceintelligent computinglayered transition‐metal oxidessodium‐ion batteriestheoretical calculations

Identifiers

PMID42460514
PMCPMC13533245

What OpenQuestion holds

Textmetadata
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.