Evidence map›Paper›PMID 42581690›Full record

ReviewMaterials horizons2026

3D printable tough hydrogel actuators.

Allison L Chau, Esther Amstad

Abstract readReview
In one paragraph

Review in Materials horizons, 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.

Allison L ChauSoft Materials Laboratory, Institute of Materials École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland. esther.amstad@epfl.ch.
Esther AmstadSoft Materials Laboratory, Institute of Materials École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland. esther.amstad@epfl.ch.ORCID http://orcid.org/0000-0002-9491-1010

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nature autonomously actuates many of its structures in response to changes in environmental conditions. Inspired by nature, stimuli-responsive hydrogel-based actuators that wirelessly operate without external energy sources have been developed. By exploiting the tunable swelling behavior of hydrogels, these systems can actuate in the form of bending, twisting, folding, and even locomotion. However, for these materials to function effectively across a broad range of applications, their mechanical properties - especially their stiffness and toughness - must be improved to increase their actuation force and operational reliability. Addressing these mechanical performance challenges in hydrogel-based actuators would bring them closer to replicating the remarkable combination of mechanical toughness, resilience, and actuation observed in nature. This review outlines established toughening strategies for hydrogels and highlights advances in their additive manufacturing into actuators with well-defined structures and locally varying compositions. It concludes with a brief outlook on potential opportunities that arise if self-healing or improved fatigue resistance are incorporated into actuating systems.

Identifiers

PMID42581690
PMCPMC13463021

What OpenQuestion holds

Textmetadata
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.