Evidence map›Paper›PMID 37012246›Full record

ArticleNature communications2023

Origami-based integration of robots that sense, decide, and respond.

Wenzhong Yan, Shuguang Li, Mauricio Deguchi, Zhaoliang Zheng, Daniela Rus, Ankur Mehta

Abstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing 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

24 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Multi-Instably Mechanical Systems for Computing-Storing Functions.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. A kinematically Bifurcated Metamaterial for Integrated Logic Operation and Computing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  10. Reprogrammable sequencing for physically intelligent underactuated robots.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  11. Review
  12. Review
  13. Article
  14. Field-programmable robotic folding sheet.Nature communications · 2025
    Article
  15. Review
  16. Review
  17. Article
  18. Geometric mechanics of kiri-origami-based bifurcated mechanical metamaterials.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2024
    Article
  19. Mechanical Neural Networks with Explicit and Robust Neurons.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024
    Article
  20. Review
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.

Wenzhong YanMechanical and Aerospace Engineering Department, UCLA, Los Angeles, CA, USA. wzyan24@g.ucla.edu.ORCID http://orcid.org/0000-0002-3711-0807
Shuguang LiComputer Science and Artificial Intelligence Laboratory, MIT, Cambridge, USA.ORCID http://orcid.org/0000-0002-0856-9715
Mauricio DeguchiMechanical and Aerospace Engineering Department, UCLA, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0003-0680-2912
Zhaoliang ZhengElectrical and Computer Engineering Department, UCLA, Los Angeles, CA, USA.
Daniela RusComputer Science and Artificial Intelligence Laboratory, MIT, Cambridge, USA.ORCID http://orcid.org/0000-0001-5473-3566
Ankur MehtaElectrical and Computer Engineering Department, UCLA, Los Angeles, CA, USA.

Funding

National Science Foundation (NSF) 1752575
6 · The paper itself

Abstract

Origami-inspired engineering has enabled intelligent materials and structures to process and react to environmental stimuli. However, it is challenging to achieve complete sense-decide-act loops in origami materials for autonomous interaction with environments, mainly due to the lack of information processing units that can interface with sensing and actuation. Here, we introduce an integrated origami-based process to create autonomous robots by embedding sensing, computing, and actuating in compliant, conductive materials. By combining flexible bistable mechanisms and conductive thermal artificial muscles, we realize origami multiplexed switches and configure them to generate digital logic gates, memory bits, and thus integrated autonomous origami robots. We demonstrate with a flytrap-inspired robot that captures 'living prey', an untethered crawler that avoids obstacles, and a wheeled vehicle that locomotes with reprogrammable trajectories. Our method provides routes to achieve autonomy for origami robots through tight functional integration in compliant, conductive materials.

Identifiers

PMID37012246
PMCPMC10070436

What OpenQuestion holds

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LicenceCC BY
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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.