Evidence map›Paper›PMID 40764323›Full record

ArticleNature communications2025

Field-programmable robotic folding sheet.

Hyunkyu Park, Yongrok Jeong, Woojong Kim, Jungrak Choi, Junseong Ahn, Jun-Ho Jeong, Inkyu Park, Jung Kim

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Hyunkyu Park *Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0001-5121-2917
Yongrok Jeong *School of Mechanical Engineering, Kyungpook National University, Daegu, Republic of Korea.ORCID http://orcid.org/0000-0002-9867-7479
Woojong KimDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0002-2012-4444
Jungrak ChoiElectronics and Telecommunications Research Institute (ETRI), Daejeon, Republic of Korea.
Junseong AhnDepartment of Control and Instrumentation Engineering, Korea University, Sejong, Republic of Korea.
Jun-Ho JeongKorea Institute of Machinery and Materials (KIMM), Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0002-5631-3626
Inkyu ParkDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea. inkyu@kaist.ac.kr.ORCID http://orcid.org/0000-0001-5761-7739
Jung KimDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea. jungkim@kaist.ac.kr.ORCID http://orcid.org/0000-0002-1825-6325

Funding

National Research Foundation of Korea (NRF) 2021R1A2C3008742National Research Foundation of Korea (NRF) RS-2021-NR059641
6 · The paper itself

Abstract

Shape transformation by folding showcases intricate geometrical change over dimension, that has long provided the embodied intelligence of autonomous systems capable of adapting to challenging environments and displaying functional versatilities. Hinge-face material assembly interfaced by shape-morphing mechanisms produced the associated means. However, the fixed hinge structure limits the accessible modes of folding configurations despite the existing capability of rectification in plant. Here we introduce a programming strategy of the two-dimensional fold of a robotic sheet into an unbounded set of hinge configurations in the field post-deployment, which is referred to as being field-programmable, driven by a densely distributed electro-thermo-responsive system design. An interconnected set of metallic resistors, incorporated into the thermo-responsive polymer film, performs the dual functionalities of a heater and thermoreceptor, selectively recruited to configure folds through electronic modulation of its electrical power distribution. Electronic layouts, computational algorithms, and closed-loop control schemes present an intuitive means of blending user intent in situ, yielding a servoed, swift, and robust fold-programming process. The system is intrinsically driven by embeddable electronics to enable autonomous system engineering, as potentiated by multi-purpose applications in grasping and locomotion.

Identifiers

PMID40764323
PMCPMC12325707

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.