Evidence map›Paper›PMID 41164974›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Multifunctional and Reprogrammable Magnetoactive Graphene Oxide Origami.

Jun Cai, Yiwen Chen, Alireza Seyedkanani, Guocheng Shen, Marta Cerruti, Abdolhamid Akbarzadeh

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Amphibious Movement of Microrobots Inspired by Water Spiders.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Multifunctional and Reprogrammable Magnetoactive Graphene Oxide Origami.Advanced 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

6 authors.

Jun CaiDepartment of Bioresource Engineering, McGill University, Montreal, QC H9X 3V9, Canada.
Yiwen ChenDepartment of Mining and Materials Engineering, McGill University, Montreal, QC H9A 0C3, Canada.
Alireza SeyedkananiDepartment of Bioresource Engineering, McGill University, Montreal, QC H9X 3V9, Canada.
Guocheng ShenDepartment of Bioresource Engineering, McGill University, Montreal, QC H9X 3V9, Canada.
Marta CerrutiDepartment of Mining and Materials Engineering, McGill University, Montreal, QC H9A 0C3, Canada.
Abdolhamid AkbarzadehDepartment of Bioresource Engineering, McGill University, Montreal, QC H9X 3V9, Canada.ORCID https://orcid.org/0000-0003-0097-0341

Funding

Canada Foundation for InnovationCanada Research Chairs program in Programmable Multifunctional MetamaterialsChina Scholarship Council 201909370077Natural Sciences and Engineering Research Council of CanadaNew Frontiers in Research Fund NFRFE-2022-00507NSERC Discover RGPIN-2022-04493
6 · The paper itself

Abstract

Magnetoactive materials, which change shape in response to magnetic fields, hold significant potential for applications in soft robotics, biomedical devices, and morphable structures. However, existing systems often suffer from complex fabrication processes, limited geometric customizability, and inefficient magnetization reprogramming strategies, especially for 3D structures. Here, lightweight magnetic graphene oxide (MGO) bilayer films incorporating hard-magnetic microparticles are introduced to enable fast, precise, and stable shape-morphing under magnetic actuation, including in aqueous environments. The paper-like nature of MGO films allows low-cost and straightforward fabrication of customized structures through post-processing steps such as cutting, folding, and assembly. In addition, the hygroscopic properties of GO introduce a humidity-tunable actuation, offering an extra degree of control. To address the reprogramming challenge, a reversible, high-throughput, and energy-efficient strategy is introduced based on the rearrangements of reusable MGO magnetic stickers, enabling multimodal magnetic shape reconfiguration and functional versatility. Their applications are showcased in in situ mechanical state transitions, sequential logic computing, and soft robot locomotion. Finally, a MGO sensoriactuator is demonstrated capable of magnetic actuation and real-time deformation monitoring, paving the way for closed-loop soft robotic systems. This work presents a sustainable, reconfigurable, and multifunctional strategy for advancing next-generation intelligent magnetoactive soft machines.

Indexed as

magnetic graphene oxidemagnetization reprogrammingon‐demand manufacturingsensoriactuatorsoft robot

Identifiers

PMID41164974
PMCPMC12767127

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.