Evidence map›Paper›PMID 41767472›Full record

ArticleMacromolecules2025

Crystallization of Polycaprolactone within Nanopapers Based on Graphene-Related Materials.

Hui Zhao, Ricardo A Pérez-Camargo, Giacomo Damonte, Marco Armandi, Orietta Monticelli, Guoming Liu, Alejandro J Müller, Alberto Fina

Abstract read
In one paragraph

Article in Macromolecules, 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. Article
  2. Article
  3. Review
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.

Hui ZhaoDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Alessandria campus, viale Teresa Michel, 5, Alessandria 15121, Italy.
Ricardo A Pérez-CamargoPOLYMAT and Department of Polymers and Advanced Materials: Physics, Chemistry and Technology, Faculty of Chemistry, University of the Basque Country UPV/EHU, Paseo Manuel de Lardizabal 3, Donostia-San Sebastián 20018, Spain.
Giacomo DamonteDipartimento di Chimica e Chimica Industriale, Università di Genova, Via Dodecaneso 31 Genova 16146, Italy.
Marco ArmandiDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Corso Duca degli Abruzzi 24, Torino 10129, Italy.
Orietta MonticelliDipartimento di Chimica e Chimica Industriale, Università di Genova, Via Dodecaneso 31 Genova 16146, Italy.ORCID https://orcid.org/0000-0003-4999-3069
Guoming LiuBeijing National Laboratory for Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.ORCID https://orcid.org/0000-0003-2808-2661
Alejandro J MüllerPOLYMAT and Department of Polymers and Advanced Materials: Physics, Chemistry and Technology, Faculty of Chemistry, University of the Basque Country UPV/EHU, Paseo Manuel de Lardizabal 3, Donostia-San Sebastián 20018, Spain.ORCID https://orcid.org/0000-0001-7009-7715
Alberto FinaDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Alessandria campus, viale Teresa Michel, 5, Alessandria 15121, Italy.ORCID https://orcid.org/0000-0002-8540-6098

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The crystallization of polymers in nanopapers based on graphene-related materials (GRMs) influences both elastic deformability and heat transfer within the nanostructure. Polycaprolactone (PCL) crystallizes in nanopapers, producing different crystalline fractions. We relate their formation to the interactions between polymer chains and the surface of GRM. In addition to conventional PCL crystals, we observe higher melting point crystals that result from strong heterogeneous nucleation, as well as crystals that melt above PCL's equilibrium melting temperature, seemingly linked to the prewetting of crystalline layers. The relative intensity of various melting peaks depends on the structural features and defects of GRM and the nanopaper preparation process. The molecular weight of PCL affects the thermal stability of crystals that melt above PCL's equilibrium melting temperature. Notably, these high-stability crystals cannot be thermally fractionated by successive self-nucleation and annealing (SSA), nor can they be dissolved in a conventional solvent for PCL, indicating a particularly strong interaction between PCL and GRM in nanopapers, which might be utilized in other hybrid organic-inorganic nanostructures.

Identifiers

PMID41767472
PMCPMC12288078

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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.