Evidence map›Paper›PMID 41726643›Full record

ArticleACS omega2026

Liquid Deposition Modeling of Biobased Epoxy Composites: Natural Fillers as Rheology Modifiers and Reinforcements.

Edoardo Albertini, Christos Fragkogiannis, Lucia Tsantilis, Rossella Arrigo, Alessandra Vitale, Roberta Bongiovanni, Sara Dalle Vacche

Abstract read
In one paragraph

Article in ACS omega, 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

7 authors.

Edoardo AlbertiniPolitecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy.ORCID https://orcid.org/0009-0005-3131-1367
Christos FragkogiannisPolitecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy.
Lucia TsantilisPolitecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy.
Rossella ArrigoPolitecnico di Torino, Viale Teresa Michel, Alessandria 15121, Italy.ORCID https://orcid.org/0000-0002-0291-2519
Alessandra VitalePolitecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy.ORCID https://orcid.org/0000-0002-8682-3125
Roberta BongiovanniPolitecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy.ORCID https://orcid.org/0000-0002-2607-9461
Sara Dalle VacchePolitecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy.ORCID https://orcid.org/0000-0001-5459-5714

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this work, aimed at developing biomass-based composite pastes for liquid deposition modeling (LDM) 3D printing, we investigated the tuning of the rheological properties of a cardanol-based epoxy resin through the incorporation of various fillers: microcrystalline cellulose (MCC), microfibrillated cellulose (MFC), and nanoclay (MMT). The thermal cross-linking of the amine-cured composite pastes was monitored by ATR-FTIR and DSC analyses, confirming complete conversion of epoxy functionalities. The rheological behavior of the uncured composites was studied in view of LDM 3D printing. Viscosity data were fitted with the Herschel-Bulkley model to determine yield stress (τ

Identifiers

PMID41726643
PMCPMC12917825

What OpenQuestion holds

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LicenceCC BY
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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.