Evidence map›Paper›PMID 41981934›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

4D-Printed Spin Crossover Metamaterials with Giant Programmable Positive or Negative Thermal Expansion.

Adelais Trapali, Yuteng Zhang, Seyed Ehsan Alavi, Nagham Mawassy, Raja Zulkarnain, Gábor Molnár, Lionel Salmon, Azzedine Bousseksou

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

8 authors.

Adelais TrapaliCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.ORCID https://orcid.org/0000-0002-4495-4469
Yuteng ZhangCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.
Seyed Ehsan AlaviCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.
Nagham MawassyCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.
Raja ZulkarnainCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.
Gábor MolnárCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.
Lionel SalmonCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.ORCID https://orcid.org/0000-0002-8064-8960
Azzedine BousseksouCNRS & Université de Toulouse (UPS, INP), LCC, Toulouse, France.

Funding

European Research Council 101019522
6 · The paper itself

Abstract

In the past decade, 3D-printed cellular materials have witnessed an impressive advancement affording a wealth of remarkable mechanical properties, such as negative Poisson's ratio, negative compressibility, and negative coefficient of thermal expansion (CTE). Recent efforts in this field have been increasingly considered 4D-printed metastructures, which leverage shape-morphing properties of stimuli-responsive materials. Here, we introduce a new class of 4D-printed metamaterials based on bistable spin crossover (SCO) molecular materials. These systems synergistically couple dissimilar materials at different size scales to harness mismatched thermomechanical properties-specifically differential thermal expansion and stiffness-to generate large directional deformations upon heating or cooling. Through a combination of theoretical modeling and experimental validation, we demonstrate that our SCO-based 4D-printed structures can achieve programmable motions, including positive and negative expansion. The associated CTE reaches peak values of ca. +14400 and -11400 ppm/°C, respectively, more than 10 times greater than those reported in the literature for 3D-printed analogues. This work establishes a versatile and generalizable conceptual strategy for engineering multilevel, hierarchical architectures with programmable functionalities, advancing the design of energy-efficient soft actuators and reconfigurable/adaptive material systems.

Indexed as

4D printingcoefficient of thermal expansionfused deposition modellingmechanical metamaterialspolymer compositesspin‐crossover

Identifiers

PMID41981934
PMCPMC13244803

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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.