Evidence map›Paper›PMID 42737110›Full record

ArticlePolymers2026

Sustainable Biocomposites Reinforced with Waste Artichoke Stem and Modified Soybean Oil: Multifunctional Properties and ANN-Based Prediction.

Muhammet Aydın, Maruf Hurşit Demirel, Ercan Aydoğmuş

Abstract read
In one paragraph

Article in Polymers, 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

3 authors.

Muhammet AydınDepartment of Mechatronics Engineering, Faculty of Engineering, Fırat University, Elazığ 23119, Türkiye.ORCID 0000-0003-2746-9477
Maruf Hurşit DemirelDepartment of Basic Sciences, Faculty of Pharmacy, Fırat University, Elazığ 23119, Türkiye.
Ercan AydoğmuşDepartment of Chemical Engineering, Faculty of Engineering, Fırat University, Elazığ 23119, Türkiye.ORCID 0000-0002-1643-2487

Funding

Fırat University MF.26.38
6 · The paper itself

Abstract

Sustainable polyurethane-based biocomposites (PUBs) reinforced with waste artichoke stem (WAS) and modified soybean oil (MSO) provide a promising approach for agricultural-waste valorization and the development of multifunctional polymeric materials. In this study, 48 PUB formulations are prepared by systematically varying WAS content from 0.0 to 3.5 wt.% and MSO content from 0 to 5 wt.%. The dielectric constant, thermal conductivity, Shore A hardness, bulk density, tensile strength, and elongation at break are experimentally evaluated. Across the investigated formulations, the dielectric constant, thermal conductivity, Shore A hardness, bulk density, tensile strength, and elongation at break range from 1.10 to 1.56, 0.024 to 0.036 W m

Indexed as

artificial neural networkmodified soybean oilmultifunctional propertiespolyurethane-based biocompositestraining algorithmswaste artichoke stem

Identifiers

PMID42737110
PMCPMC13567923

What OpenQuestion holds

Textmetadata
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.