Evidence map›Paper›PMID 42536812›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Bistable Networks Enable Complex Shape Changes.

Sawyer Thomas, Jeffrey Lipton

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Sawyer ThomasDepartment of Mechanical Engineering, University of Washington, Seattle, Washington, USA.
Jeffrey LiptonDepartment of Mechanical and Industrial Engineering, Northeastern University, Boston, Massachusetts, USA.

Funding

Murdock Charitable Trust 201913596NSF 2017927NSF 2035717Office of Naval Research DB2240
6 · The paper itself

Abstract

The ability to change a surface's profile allows biological systems to effectively manipulate and blend into their surroundings. To mimic this behavior, Mechanical metamaterials can be pre-programmed during fabrication for complex single deformations. Multi-stability has enabled metamaterials with programmable mechanical properties and complex shape changes. However, these multi-stable structures either have a limited number of stable states or no method of achieving the complexity of the profiles available in prefabricated structures from their large state space. Here we show that by coupling bistable elements in a periodic array, we can navigate a vast and otherwise degenerate state space, allowing us to encode targeted and varied shape transformations. We decouple shape programming force from holding force, so low force actuation is amplified into stable and large displacement shape changes. This subset of scale-independent, additively manufactured metamaterials harnesses shearing to enable asymmetry. They can be automatically rewritten after fabrication to generate complicated 2D profiles and laminated to form 3D surfaces. For successful navigation between profiles with no mechanical frustration, we have developed an inverse shape matching strategy and physically demonstrate the results using an automatic material encoding machine. Our work opens new opportunities in microdevices, tactile displays, manufacturing, and robotic systems.

Indexed as

asymmetryauxeticsbistabilityfabricationfrustrationfunctionally graded materialgeometricmetamaterialstate space

Identifiers

PMID42536812
PMCPMC13427233

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.