Evidence map›Paper›PMID 34301600›Full record

ArticleScience advances2021

Digital light processing of liquid crystal elastomers for self-sensing artificial muscles.

Shuo Li, Hedan Bai, Zheng Liu, Xinyue Zhang, Chuqi Huang, Lennard W Wiesner, Meredith Silberstein, Robert F Shepherd

Open access · goldAbstract read
In one paragraph

Article in Science advances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed
18.9field-weighted citation impact, top 1% of its field
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

46 citing papers in PubMed, 251 citations in OpenAlex.

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  6. DLP 4D Printing of Programmable Molecularly-Engineered Liquid Crystal Elastomer Actuators.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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  7. Article
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  12. Multifunctional Ionene Liquid Crystal Elastomers.ACS applied materials & interfaces · 2025
    Article
  13. Review
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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 at 1 institution in 1 country.

Shuo LiDepartment of Materials Science and Engineering, Cornell University, Ithaca, NY 14853, USA.ORCID http://orcid.org/0000-0003-4913-730X
Hedan BaiSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY 14853, USA.ORCID http://orcid.org/0000-0003-3332-7387
Zheng LiuSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY 14853, USA.ORCID http://orcid.org/0000-0003-4869-8893
Xinyue ZhangDepartment of Materials Science and Engineering, Cornell University, Ithaca, NY 14853, USA.ORCID http://orcid.org/0000-0001-8125-523X
Chuqi HuangDepartment of Materials Science and Engineering, Cornell University, Ithaca, NY 14853, USA.ORCID http://orcid.org/0000-0001-6144-6151
Lennard W WiesnerSmith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY 14853, USA.
Meredith SilbersteinDepartment of Materials Science and Engineering, Cornell University, Ithaca, NY 14853, USA.ORCID http://orcid.org/0000-0002-6853-9796
Robert F ShepherdDepartment of Materials Science and Engineering, Cornell University, Ithaca, NY 14853, USA. rfs247@cornell.edu.ORCID http://orcid.org/0000-0002-0631-9587
Cornell University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Artificial muscles based on stimuli-responsive polymers usually exhibit mechanical compliance, versatility, and high power-to-weight ratio, showing great promise to potentially replace conventional rigid motors for next-generation soft robots, wearable electronics, and biomedical devices. In particular, thermomechanical liquid crystal elastomers (LCEs) constitute artificial muscle-like actuators that can be remotely triggered for large stroke, fast response, and highly repeatable actuations. Here, we introduce a digital light processing (DLP)-based additive manufacturing approach that automatically shear aligns mesogenic oligomers, layer-by-layer, to achieve high orientational order in the photocrosslinked structures; this ordering yields high specific work capacity (63 J kg

Identifiers

PMID34301600
PMCPMC8302124
OpenAlexW3185031264

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.