Evidence map›Paper›PMID 38768343›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Controlled pathways and sequential information processing in serially coupled mechanical hysterons.

Jingran Liu, Margot Teunisse, George Korovin, Ivo R Vermaire, Lishuai Jin, Hadrien Bense, Martin van Hecke

Erratum issuedAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Rotary Electromechanical System Integrating Non-Reciprocal Memory and Combinational Logic.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  6. Aging of amorphous materials under cyclic strain.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  7. Article
  8. Reprogrammable sequencing for physically intelligent underactuated robots.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  9. Article
  10. Article
  11. Exotic mechanical properties enabled by countersnapping instabilities.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  12. Article
  13. Article
  14. Controlled pathways and sequential information processing in serially coupled mechanical hysterons.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Jingran LiuHuygens-Kamerlingh Onnes Lab, Leiden Institute of Physics, Universiteit Leiden, NL-2300 RA Leiden, The Netherlands.ORCID 0000-0002-9949-4877
Margot TeunisseHuygens-Kamerlingh Onnes Lab, Leiden Institute of Physics, Universiteit Leiden, NL-2300 RA Leiden, The Netherlands.
George KorovinHuygens-Kamerlingh Onnes Lab, Leiden Institute of Physics, Universiteit Leiden, NL-2300 RA Leiden, The Netherlands.
Ivo R VermaireHuygens-Kamerlingh Onnes Lab, Leiden Institute of Physics, Universiteit Leiden, NL-2300 RA Leiden, The Netherlands.ORCID 0009-0000-8092-5123
Lishuai JinHuygens-Kamerlingh Onnes Lab, Leiden Institute of Physics, Universiteit Leiden, NL-2300 RA Leiden, The Netherlands.ORCID 0000-0002-6888-8179
Hadrien BenseAMOLF, 1098 XG Amsterdam, The Netherlands.
Martin van HeckeHuygens-Kamerlingh Onnes Lab, Leiden Institute of Physics, Universiteit Leiden, NL-2300 RA Leiden, The Netherlands.ORCID 0000-0002-9550-6607

Funding

China Scholarship Council (CSC) 201906280214EC | ERC | HORIZON EUROPE European Research Council (ERC) ERC-101019474EC | H2020 | PRIORITY 'Excellent science' | H2020 Marie Skłodowska-Curie Actions (MSCA) 101102728
6 · The paper itself

Abstract

The complex sequential response of frustrated materials results from the interactions between material bits called hysterons. Hence, a central challenge is to understand and control these interactions, so that materials with targeted pathways and functionalities can be realized. Here, we show that hysterons in serial configurations experience geometrically controllable antiferromagnetic-like interactions. We create hysteron-based metamaterials that leverage these interactions to realize targeted pathways, including those that break the return point memory property, characteristic of independent or weakly interacting hysterons. We uncover that the complex response to sequential driving of such strongly interacting hysteron-based materials can be described by finite state machines. We realize information processing operations such as string parsing in materia, and outline a general framework to uncover and characterize the FSMs for a given physical system. Our work provides a general strategy to understand and control hysteron interactions, and opens a broad avenue toward material-based information processing.

Indexed as

hysteronsmechanical metamaterialsmemorypathways

Identifiers

PMID38768343
PMCPMC11145188

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.