Evidence map›Paper›PMID 35867743›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Memory from coupled instabilities in unfolded crumpled sheets.

Dor Shohat, Daniel Hexner, Yoav Lahini

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Article
  3. Rotary Electromechanical System Integrating Non-Reciprocal Memory and Combinational Logic.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  4. Aging of amorphous materials under cyclic strain.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  5. Article
  6. Multi-Instably Mechanical Systems for Computing-Storing Functions.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  7. Learning Epithelial Elasticity via Local Tension Remodeling.bioRxiv : the preprint server for biology · 2025
    Article
  8. Article
  9. Article
  10. 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
  11. Article
  12. Bifurcation instructed design of multistate machines.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  13. Article
  14. Article
  15. Putting memories on paper.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  16. Complex pathways and memory in compressed corrugated sheets.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Dor ShohatDepartment of Condensed Matter, School of Physics and Astronomy, Tel Aviv University, Tel Aviv 69978, Israel.
Daniel HexnerFaculty of Mechanical Engineering, Technion, Haifa 32000, Israel.ORCID 0000-0002-7241-0741
Yoav LahiniDepartment of Condensed Matter, School of Physics and Astronomy, Tel Aviv University, Tel Aviv 69978, Israel.ORCID 0000-0002-5952-7144

Funding

Israel Science Foundation (ISF) 2096/18Israel Science Foundation (ISF) 2385/20
6 · The paper itself

Abstract

Crumpling an ordinary thin sheet transforms it into a structure with unusual mechanical behaviors, such as enhanced rigidity, emission of crackling noise, slow relaxations, and memory retention. A central challenge in explaining these behaviors lies in understanding the contribution of the complex geometry of the sheet. Here we combine cyclic driving protocols and three-dimensional (3D) imaging to correlate the global mechanical response and the underlying geometric transformations in unfolded crumpled sheets. We find that their response to cyclic strain is intermittent, hysteretic, and encodes a memory of the largest applied compression. Using 3D imaging we show that these behaviors emerge due to an interplay between localized and interacting geometric instabilities in the sheet. A simple model confirms that these minimal ingredients are sufficient to explain the observed behaviors. Finally, we show that after training, multiple memories can be encoded, a phenomenon known as return point memory. Our study lays the foundation for understanding the complex mechanics of crumpled sheets and presents an experimental and theoretical framework for the study of memory formation in systems of interacting instabilities.

Indexed as

buckling instabilitycrumplingmechanical metamaterialsmemory

Identifiers

PMID35867743
PMCPMC9282240

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.