Evidence map›Paper›PMID 40072271›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Sustainable 4D Printed Meta Biocomposite Materials for Programmable Structural Shape Changing.

Melvin Josselin, Michael Castro, Noélie Di Cesare, Fabrizio Scarpa, Antoine Le Duigou

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Deformation Prediction of 4D-Printed Active Composite Structures Based on Data Mining.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Article
  3. 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

5 authors.

Melvin JosselinUniversité de Bretagne Sud, IRDL UMR CNRS 6027, BIONICS group, Lorient, 56100, France.
Michael CastroUniversité de Bretagne Sud, IRDL UMR CNRS 6027, BIONICS group, Lorient, 56100, France.
Noélie Di CesareLMC2 EA, Université Claude Bernard Lyon 1, Lyon, 7427, France.
Fabrizio ScarpaBristol Composites Institute, School of Civil, Aerospace and Design Engineering (CADE), University of Bristol, Bristol, BS8 1TR, UK.
Antoine Le DuigouUniversité de Bretagne Sud, IRDL UMR CNRS 6027, BIONICS group, Lorient, 56100, France.ORCID https://orcid.org/0000-0002-7102-3491

Funding

Defense Innovation Agency AID-2021 65 0040
6 · The paper itself

Abstract

Biological structures provide inspiration for developing advanced materials from sustainable resources, enabling passive structural morphing. Despite an increasing interest for parsimony-oriented innovation, sustainable shape-changing materials based on renewable resources remain underexplored. In this work, the architecture of a single plant fiber cell wall (S

Indexed as

4D‐printingbiocompositesbiomimicrymetamaterialsmeteosensitive

Identifiers

PMID40072271
PMCPMC12016741

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.