Evidence map›Paper›PMID 36367936›Full record

ArticleScience advances2022

Magnetic field-driven particle assembly and jamming for bistable memory and response plasticity.

Xianhu Liu, Hongwei Tan, Carlo Rigoni, Teemu Hartikainen, Nazish Asghar, Sebastiaan van Dijken, Jaakko V I Timonen, Bo Peng, Olli Ikkala

Abstract read
In one paragraph

Article in Science advances, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Jamming with magnetic composites.Nature communications · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Thermally trainable dual network hydrogels.Nature communications · 2023
    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.

Xianhu LiuDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0003-0451-559X
Hongwei TanDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0002-7725-387X
Carlo RigoniDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0001-6960-779X
Teemu HartikainenDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.
Nazish AsgharDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0002-0474-7086
Sebastiaan van DijkenDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0001-6372-2252
Jaakko V I TimonenDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0002-5499-1482
Bo PengDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0002-1078-4465
Olli IkkalaDepartment of Applied Physics, Aalto University, P.O. Box 15100, FI-02150 Espoo, Finland.ORCID 0000-0002-0470-1889

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unlike classic synthetic stimulus-responsive and shape-memory materials, which remain limited to fixed responses, the responses of living systems dynamically adapt based on the repetition, intensity, and history of stimuli. Such plasticity is ubiquitous in biology, which is profoundly linked to memory and learning. Concepts thereof are searched for rudimentary forms of "intelligent materials." Here, we show plasticity of electroconductivity in soft ferromagnetic nickel colloidal supraparticles with spiny surfaces, assembling/disassembling to granular conducting micropillars between two electrodes driven by magnetic field

Identifiers

PMID36367936
PMCPMC9651856

What OpenQuestion holds

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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.