Evidence map›Paper›PMID 42451653›Full record

ReviewMolecules (Basel, Switzerland)2026

Magnetic Graphene Composites: From Rational Synthesis, Structural Design to Multifunctional Applications.

Yanlong Liang, Pengfei Tian, Wei Wang, Shan Jin, Yun Zhao, Ruyi Li, Guiru Ma, Canliang Ma

Abstract readReview
In one paragraph

Review in Molecules (Basel, Switzerland), 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

8 authors.

Yanlong LiangShanxi Road & Bridge Qingyin-Erguang Expressway Taiyuan Liaison Line Co., Ltd., Jinzhong 045400, China.
Pengfei TianKey Laboratory of High-Performance Energy Storage Materials and Systems of Shanxi Province, Institute of Molecular Science, Shanxi University, Taiyuan 030006, China.
Wei WangShanxi Road & Bridge Qingyin-Erguang Expressway Taiyuan Liaison Line Co., Ltd., Jinzhong 045400, China.
Shan JinShanxi Road & Bridge Qingyin-Erguang Expressway Taiyuan Liaison Line Co., Ltd., Jinzhong 045400, China.
Yun ZhaoKey Laboratory of High-Performance Energy Storage Materials and Systems of Shanxi Province, Institute of Molecular Science, Shanxi University, Taiyuan 030006, China.
Ruyi LiKey Laboratory of High-Performance Energy Storage Materials and Systems of Shanxi Province, Institute of Molecular Science, Shanxi University, Taiyuan 030006, China.
Guiru MaKey Laboratory of High-Performance Energy Storage Materials and Systems of Shanxi Province, Institute of Molecular Science, Shanxi University, Taiyuan 030006, China.
Canliang MaKey Laboratory of High-Performance Energy Storage Materials and Systems of Shanxi Province, Institute of Molecular Science, Shanxi University, Taiyuan 030006, China.

Funding

Department of Science and Technology of Shanxi Province 202403021221003Shanxi Road and Bridge Qingyin Erguang Expressway Taiyuan Link Line Co., Ltd. 24-JK-KJ-1
6 · The paper itself

Abstract

Magnetic graphene composites have emerged as a frontier material platform, offering designable properties and multifunctional integration across environmental, biomedical, electromagnetic, and energy applications. Despite extensive research, a coherent knowledge framework that systematically connects synthesis, structure, property, and application remains lacking. This review addresses this gap by establishing an integrated "synthesis-structure-property-application" design paradigm. We first propose a four-tier evolutionary framework for synthesis strategies, tracing the progression from modular in-situ assembly, substrate-guided single-component in-situ formation, and synchronous in-situ formation to molecular-scale precursor co-conversion. This framework reveals the causative relationships between synthesis pathways and microstructures, and culminates in an application-oriented synthesis decision-making tool that enables rational strategy selection. Building on this synthesis foundation, we systematically analyze three core structural regulation strategies-interface engineering, defect and doping engineering, and hierarchical structure construction-demonstrating how they function as synergistic "control knobs" for tailoring composite properties. Through detailed case studies across four application domains, we quantitatively show how targeted structural design drives performance breakthroughs: enabling high-capacity and selective pollutant removal in environmental remediation; constructing intelligent theranostic platforms in biomedicine; reconciling the "thin, lightweight, broadband, and strong" paradox in electromagnetic interference (EMI) shielding; and ensuring long-cycle stability of high-capacity electrodes in energy storage. Finally, we summarize the paradigm shift from "functional combination" to "performance synergy" and outline future directions, including dynamic intelligent systems, sustainable manufacturing, and data-driven design. This review provides a systematic theoretical framework and practical roadmap for the rational design and on-demand fabrication of MGCs, marking the field's transition from empirical exploration toward predictive, design-driven science.

Indexed as

controllable synthesismagnetic graphene compositesmultifunctional applicationsrational designstructural engineeringstructure-property relationship

Identifiers

PMID42451653
PMCPMC13363379

What OpenQuestion holds

Textmetadata
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.