Evidence map›Paper›PMID 42236325›Full record

ArticleACS applied materials & interfaces2026

Light-Triggered Bending in Photochromic/Graphene Oxide Bilayers via Synergistic Photo-Thermal Actuation and Mechanical Amplification.

Lorenzo Lavista, Leonardo Vicarelli, Maria Murace, Alberto Portone, Filippo Fabbri, Federica Bianco, Stefano Roddaro, Alessandro Tredicucci, Andrea Camposeo, Luana Persano and 1 more

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 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

11 authors.

Lorenzo LavistaDipartimento di Fisica, Università di Pisa, Largo B. Pontecorvo 3, I-56127 Pisa, Italy.
Leonardo VicarelliDipartimento di Fisica, Università di Pisa, Largo B. Pontecorvo 3, I-56127 Pisa, Italy.ORCID 0000-0002-1443-784X
Maria MuraceDipartimento di Fisica, Università di Pisa, Largo B. Pontecorvo 3, I-56127 Pisa, Italy.ORCID 0009-0002-0500-6041
Alberto PortoneIstituto Nanoscienze-CNR, NEST-SNS, Piazza S. Silvestro 12, I-56127 Pisa, Italy.
Filippo FabbriIstituto Nanoscienze-CNR, NEST-SNS, Piazza S. Silvestro 12, I-56127 Pisa, Italy.ORCID 0000-0003-1142-0441
Federica BiancoIstituto Nanoscienze-CNR, NEST-SNS, Piazza S. Silvestro 12, I-56127 Pisa, Italy.ORCID 0000-0002-6372-8889
Stefano RoddaroDipartimento di Fisica, Università di Pisa, Largo B. Pontecorvo 3, I-56127 Pisa, Italy.ORCID 0000-0002-4707-1434
Alessandro TredicucciDipartimento di Fisica, Università di Pisa, Largo B. Pontecorvo 3, I-56127 Pisa, Italy.ORCID 0000-0003-3619-3011
Andrea CamposeoIstituto Nanoscienze-CNR, NEST-SNS, Piazza S. Silvestro 12, I-56127 Pisa, Italy.ORCID 0000-0002-3533-7389
Luana PersanoIstituto Nanoscienze-CNR, NEST-SNS, Piazza S. Silvestro 12, I-56127 Pisa, Italy.ORCID 0000-0002-0603-5103
Dario PisignanoDipartimento di Fisica, Università di Pisa, Largo B. Pontecorvo 3, I-56127 Pisa, Italy.ORCID 0000-0003-3758-5199

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The design of soft actuators remotely controlled by optical triggering and propelling schemes requires materials that might combine ease of device fabrication and miniaturization with robust performance of moving parts and versatile and precise response to light stimuli. Here, light-triggered photochromic-doped poly(methyl methacrylate)/reduced graphene-oxide bilayers are proposed as effective actuation architectures, showing multi-photoaddressable bending and distinctive photothermal properties. By interlayer thermomechanical contrast and intrinsic mechanical amplification of photoinduced strain mismatch, these hybrid systems show good bending and load-lifting performance, broadband photothermal triggering, as well as faster thermal and actuation response compared to pristine photochromic films. Under UV illumination, measured displacements, exerted force, and response time reach values of about 200 μm, 2 mN, and the scale of few seconds, respectively. The photothermal conversion efficiency of the system is estimated to be at least 55%. Such properties make these architectures appealing as actuation elements for various device platforms, including segments of biomimetic components, and biomedical devices with precise structure-function design of the optical control.

Indexed as

bilayer devicesoptical controlphotochromic moleculesreduced graphene oxidesoft actuators

Identifiers

PMID42236325
PMCPMC13288387

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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.