Evidence map›Paper›PMID 42638954›Full record

ReviewNanoscale advances2026

Recent progress in multi-walled carbon nanotube-based anode nanomaterials for high-performance rechargeable batteries.

Yanlu Lv, Md Saiful Islam, Ghanshyam G Tejani, Feng Lin, M A M Mohd Idrus

Abstract readReview
In one paragraph

Review in Nanoscale advances, 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

5 authors.

Yanlu LvCollege of Materials Science and Engineering, Guilin University of Technology Guilin 541004 China.
Md Saiful IslamDepartment of Chemistry, Bangladesh Army University of Engineering & Technology Natore-6431 Bangladesh msaifuli2007@gmail.com.ORCID https://orcid.org/0000-0003-1579-9452
Ghanshyam G TejaniDepartment of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University Chennai 600077 India.
Feng LinChina Nonferrous Metal (Guilin) Geology and Mining Co., Ltd Guilin 541004 China.
M A M Mohd IdrusUniversiti Kuala Lumpur, Malaysian Institute of Marine Engineering Technology (UniKL MIMET), Dataran Industri Teknologi Kejuruteraan Marin, Bandar Teknologi Maritim Jalan Pantai Remis 32200 Lumut Perak Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rechargeable batteries (RBs) have become the dominant technology in the energy storage market due to their high energy density, long cycle life, and versatility in applications ranging from portable electronics to electric vehicles. However, the performance of RBs heavily depends on the anode material in which conventional graphite anodes face limitations in capacity and rate capability. Multi-walled carbon nanotube (MWCNT)-based nanomaterials have emerged as promising high-performance anodes due to their superior electrical conductivity, mechanical strength, and large surface area. Herein, recent advancements in MWCNT-based nanomaterials for RB anodes are reviewed, with emphasis on MWCNT modifications using various metals and metal oxides, their electrochemical performance, and the underlying charge-storage mechanisms. The integration of MWCNTs with various active materials such as Si, SnO

Identifiers

PMID42638954
PMCPMC13501371

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.